From f284ce5f72df514d9f88098c135044ed248b3b65 Mon Sep 17 00:00:00 2001
From: schmoelder <schmoelder@users.noreply.github.com>
Date: Mon, 26 Aug 2024 09:15:32 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20master=20from=20@=20cadet/CADE?=
 =?UTF-8?q?T-Website@34444dc9c07c97ff415ebaa770647139e53b86e3=20?=
 =?UTF-8?q?=F0=9F=9A=80?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

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diff --git a/CADET-Match/master/.buildinfo b/CADET-Match/master/.buildinfo
index a2102d15a..6b0df619d 100644
--- a/CADET-Match/master/.buildinfo
+++ b/CADET-Match/master/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: ff1a404581b5c412749a1f112638788d
+config: 6ea2f3c8c8697c44c233088dacf1c949
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CADET-Match/master/.doctrees/cli/examples.doctree b/CADET-Match/master/.doctrees/cli/examples.doctree
index d628e5ecfbb4080796313b5fb33fa24bccdb38db..801f0e549c6cbac5c0cba3956377495f024591ef 100644
GIT binary patch
delta 21
ccmccZdE0YCIwMDEdcLtyo=NiNe8wDQ0AO<m&;S4c

delta 21
ccmccZdE0YCIwMC~u1RIGnMLL1e8wDQ0AR!i<p2Nx

diff --git a/CADET-Match/master/.doctrees/cli/index.doctree b/CADET-Match/master/.doctrees/cli/index.doctree
index f3528f9b0fbfeabc6b7e3865a3a2356ab17fa310..e8819ea8617942bf53421aaaa444718b33e6e180 100644
GIT binary patch
delta 21
ccmewn^&@J7FC#~3dcLtyo=NiNP)21P0A%n7xBvhE

delta 21
ccmewn^&@J7FC#}<u1RIGnMLL1P)21P0A)c3%>V!Z

diff --git a/CADET-Match/master/.doctrees/configuration/basic_config.doctree b/CADET-Match/master/.doctrees/configuration/basic_config.doctree
index 30b5901d5f7684e0e81afbf8d05a511b16ce525c..e39479a4f79166a60c06a01623687f82c802235a 100644
GIT binary patch
delta 21
ccmcbTa3x_wC?iK{dcLtyo=NiNSjO*q0AhX!VgLXD

delta 21
ccmcbTa3x_wC?iK&u1RIGnMLL1SjO*q0AkMwcK`qY

diff --git a/CADET-Match/master/.doctrees/configuration/error.doctree b/CADET-Match/master/.doctrees/configuration/error.doctree
index fd9efc315d36438a4bbbe162a3dcb0474e6e52f3..325df44f3f77f26287da02f01b20d6041ded4476 100644
GIT binary patch
delta 23
ecmZ47z__@9aYHmCM`?P#u~D8$^5$g519kvoLI@`S

delta 23
ecmZ47z__@9aYHmCM_R5)WwMz?<>q9@19kvolL$Nj

diff --git a/CADET-Match/master/.doctrees/configuration/experiments.doctree b/CADET-Match/master/.doctrees/configuration/experiments.doctree
index 227c2a01c8fc18672da31dd1ee848b08e7f002c2..1e6fa1f61a0b6dc030c9bcb2fe6c792ddc962b55 100644
GIT binary patch
delta 21
ccmaDE^)hNhC?iK{dcLtyo=NiNSVkTl0AmUVlK=n!

delta 21
ccmaDE^)hNhC?iK&u1RIGnMLL1SVkTl0ApJRr~m)}

diff --git a/CADET-Match/master/.doctrees/configuration/graphing.doctree b/CADET-Match/master/.doctrees/configuration/graphing.doctree
index 6d8ef988e668503eb36584989fc9b118be50e8fe..642d348bfc8cd0b6a39d877aec4ffdb069c17a16 100644
GIT binary patch
delta 21
ccmdmDvBhG8KO;wJdcLtyo=NiNaK^h*09MWim;e9(

delta 21
ccmdmDvBhG8KO;w4u1RIGnMLL1aK^h*09PLetpET3

diff --git a/CADET-Match/master/.doctrees/configuration/index.doctree b/CADET-Match/master/.doctrees/configuration/index.doctree
index 102e5cf86063599268812a69186023716a3d87c4..6b425e7b151e55764da956ceb86297fc92018d08 100644
GIT binary patch
delta 21
ccmZp+Y_{B>!^lyZo^NcFXOg_xgwbCb084cSWdHyG

delta 21
ccmZp+Y_{B>!^n}AYf_nPW>LA>gwbCb087ROdH?_b

diff --git a/CADET-Match/master/.doctrees/configuration/misc.doctree b/CADET-Match/master/.doctrees/configuration/misc.doctree
index ea84a96f7aadf8d9d904842a0fdad7e50216e609..6403826fd0b300df98c10618300dd8eb593c0e80 100644
GIT binary patch
delta 21
ccmdlPvomHxBqK*@dcLtyo=NiNM8+FB0A0Qa3jhEB

delta 21
ccmdlPvomHxBqK*!u1RIGnMLL1M8+FB0A3FWAOHXW

diff --git a/CADET-Match/master/.doctrees/configuration/scores.doctree b/CADET-Match/master/.doctrees/configuration/scores.doctree
index fb0924fbe8da7f51e3ea95d629a5680b580d751b..e2916dfc6a81755c34340d68ccb887543e60b428 100644
GIT binary patch
delta 27
icmZqr&D!*vb%Qq}M`?P#u~D8$a&s`__FzUv{Tcw1HVI4s

delta 27
icmZqr&D!*vb%Qq}M_R5)WwMz?Wpgm&_FzUv{Tcw1+X-O+

diff --git a/CADET-Match/master/.doctrees/configuration/search.doctree b/CADET-Match/master/.doctrees/configuration/search.doctree
index d71e852e4aa4282d0682113633ee10d9d784564b..281c732fe765d6bbb765951a7c46aaa072139a3c 100644
GIT binary patch
delta 27
jcmZ2@jb-6AmJQyF9Hr^`#zuK2$<4ux+k+Vy&uIbxlL`rn

delta 27
jcmZ2@jb-6AmJQyF9BH{GmC0rnmCeD7+k+Vy&uIbxldlP%

diff --git a/CADET-Match/master/.doctrees/configuration/transform.doctree b/CADET-Match/master/.doctrees/configuration/transform.doctree
index 6260836fde8e7006719f547aea6cd54c7f5f253e..a1268391348287bd1a2bf504890ea8f95506dd99 100644
GIT binary patch
delta 31
mcmexAiR1qyjtzl~9Hr^`#zuK2$<2|B?U9U(+anp7)HndZh6(Zj

delta 31
mcmexAiR1qyjtzl~9BH{GmC0rnmCcci?U9U(+anp7)Hndae+mZx

diff --git a/CADET-Match/master/.doctrees/environment.pickle b/CADET-Match/master/.doctrees/environment.pickle
index 6cf3bd606fc25406d14e51087b7f1df8ea006d8f..28b53a4d9019b62060860717044221b3cb299676 100644
GIT binary patch
delta 3992
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delta 4064
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Jv4)%A{tfq~_m%(v

diff --git a/CADET-Match/master/.doctrees/index.doctree b/CADET-Match/master/.doctrees/index.doctree
index 25bcb48e4f5984cd5fc330fb8d8a005ac55fadc9..a4aff94a91ed2896590ce8b1458a1ca337612b89 100644
GIT binary patch
delta 21
ccmdn*x8HAr5+g@xdcLtyo=Ng%Ek;o_09L{V!~g&Q

delta 21
ccmdn*x8HAr5+g@iu1RIGnMLJhEk;o_09O+R*#H0l

diff --git a/CADET-Match/master/.doctrees/install/index.doctree b/CADET-Match/master/.doctrees/install/index.doctree
index 2cbe0b89f4854f8b0a8ebb499328ee1b515a3b9a..9d96c2202ad3d9af12c643293ca6ba168f5dafdc 100644
GIT binary patch
delta 21
ccmexp@zG*~0wYIhdcLtyo=Ng%4MtCC09%6xApigX

delta 21
ccmexp@zG*~0wYISu1RIGnMLJh4MtCC09(`tHUIzs

diff --git a/CADET-Match/master/.doctrees/license.doctree b/CADET-Match/master/.doctrees/license.doctree
index b8e28ff1d12c9707018a35c24f1fe9d3df5bc395..f6922306fe98fb268db48b52ddaabfbad4c53254 100644
GIT binary patch
delta 27
icmZqP$<n-&WrHsxM`?P#u~D8$a&su-_E1JfJ!t@jcL;0%

delta 27
icmZqP$<n-&WrHsxM_R5)WwMz?WpgOw_E1JfJ!t@k90-8`

diff --git a/CADET-Match/v0.6.50/.buildinfo b/CADET-Match/v0.6.50/.buildinfo
index f9b6a566d..6ecbc8dfc 100644
--- a/CADET-Match/v0.6.50/.buildinfo
+++ b/CADET-Match/v0.6.50/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 0a6f562b3532d3f25f3bde205af0bb4a
+config: 839b6ec0dd246cae5a31e264b20d2158
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CADET-Match/v0.6.50/.doctrees/cli/examples.doctree b/CADET-Match/v0.6.50/.doctrees/cli/examples.doctree
index c59d6045cd9c2df82ca7b41892368323f0100f84..4c65fd49fb85fca33efd7f3ffe5d678e7a307bf0 100644
GIT binary patch
delta 21
ccmbQ{HqC8ADkDc}dcLtyo=NiNT*j4(09A<xcK`qY

delta 21
ccmbQ{HqC8ADkDc)u1RIGnMLL1T*j4(09D!ti~s-t

diff --git a/CADET-Match/v0.6.50/.doctrees/cli/index.doctree b/CADET-Match/v0.6.50/.doctrees/cli/index.doctree
index 328873080f0316b6b0bf81e84b4bf7d46a4a4ab7..ccd86fc508e508158494cf4f7e47a9714ad9dda4 100644
GIT binary patch
delta 21
ccmaDA{3>{ZFC#~3dcLtyo=NiNP{yem0AiL0`~Uy|

delta 21
ccmaDA{3>{ZFC#}<u1RIGnMLL1P{yem0Al9|5dZ)H

diff --git a/CADET-Match/v0.6.50/.doctrees/configuration/basic_config.doctree b/CADET-Match/v0.6.50/.doctrees/configuration/basic_config.doctree
index bb01b1a55352f027b267c06f754a03019a26fd24..ce81084a948c0ca229d8b499cdff1da8bd4baaa1 100644
GIT binary patch
delta 21
ccmcbTa3x_wC?iK{dcLtyo=NiNSjO*q0AhX!VgLXD

delta 21
ccmcbTa3x_wC?iK&u1RIGnMLL1SjO*q0AkMwcK`qY

diff --git a/CADET-Match/v0.6.50/.doctrees/configuration/error.doctree b/CADET-Match/v0.6.50/.doctrees/configuration/error.doctree
index e96d08861535d7d742e5ca39d899bed1f798cc91..50935e171b64e58a11476ba6d5eed39af73629cc 100644
GIT binary patch
delta 23
ecmbQ=z&O8waYHmCM`?P#u~D8$^5$g5J$3+MjtCn7

delta 23
ecmbQ=z&O8waYHmCM_R5)WwMz?<>q9@J$3+M-v}@O

diff --git a/CADET-Match/v0.6.50/.doctrees/configuration/experiments.doctree b/CADET-Match/v0.6.50/.doctrees/configuration/experiments.doctree
index 1ede9a66ded6675e89cb97c5c62e8f0a4c8e8ca4..d75a45b91d1cd207b88e0375ed953adcdc338abb 100644
GIT binary patch
delta 21
ccmaDJ^*m}rC?iK{dcLtyo=NiNSVk@#0AjWWjQ{`u

delta 21
ccmaDJ^*m}rC?iK&u1RIGnMLL1SVk@#0AmLSq5uE@

diff --git a/CADET-Match/v0.6.50/.doctrees/configuration/graphing.doctree b/CADET-Match/v0.6.50/.doctrees/configuration/graphing.doctree
index 992a10e6374cccefbae819c8e8375fa42100dd9f..954831a151bf7bfb3fd8fff07e37f9845eb1e717 100644
GIT binary patch
delta 21
ccmdmFvB_eCKO;wJdcLtyo=NiNaK_tG09JYjk^lez

delta 21
ccmdmFvB_eCKO;w4u1RIGnMLL1aK_tG09MNfrvLx|

diff --git a/CADET-Match/v0.6.50/.doctrees/configuration/index.doctree b/CADET-Match/v0.6.50/.doctrees/configuration/index.doctree
index 4f192003242dc938d0694ba12b67ff0d1beabba5..b17131c2841537ca4797635636df434c92259419 100644
GIT binary patch
delta 21
ccmexw@!w*D4kJftdcLtyo=Ng%6Gm@o0A8mDR{#J2

delta 21
ccmexw@!w*D4kJfeu1RIGnMLJh6Gm@o0ABb9YybcN

diff --git a/CADET-Match/v0.6.50/.doctrees/configuration/misc.doctree b/CADET-Match/v0.6.50/.doctrees/configuration/misc.doctree
index e788c2fca615b1100e734f93a3d36b46f7ca52fe..c6895c6d12c91c34eb4164e5a73c255871abbf6f 100644
GIT binary patch
delta 21
ccmdlUvpr@*BqK*@dcLtyo=NiNM8<1609|Sb1poj5

delta 21
ccmdlUvpr@*BqK*!u1RIGnMLL1M8<160A0HX8UO$Q

diff --git a/CADET-Match/v0.6.50/.doctrees/configuration/scores.doctree b/CADET-Match/v0.6.50/.doctrees/configuration/scores.doctree
index 49d87c651b9abbf7fc2113d7d25de21fe197f01a..0f5208c052e1acdc5f5ff6da64eadc9a4d95f910 100644
GIT binary patch
delta 27
icmZqp&D!vrb%Qq}M`?P#u~D8$a&s`__FzUv-5LOr%n3#S

delta 27
icmZqp&D!vrb%Qq}M_R5)WwMz?Wpgm&_FzUv-5LOsaS2-h

diff --git a/CADET-Match/v0.6.50/.doctrees/configuration/search.doctree b/CADET-Match/v0.6.50/.doctrees/configuration/search.doctree
index b55e534647589a967b03ebafe6a29afa4f44d664..d5c5016b5b8843bf9024afd0b1a7e49e5e9fd797 100644
GIT binary patch
delta 23
fcmZ4WoO#uA<_+GA9Hr^`#zuK2$(w^2!#@E4bKVIu

delta 23
fcmZ4WoO#uA<_+GA9BH{GmC0rnm79YZ!#@E4bT0`<

diff --git a/CADET-Match/v0.6.50/.doctrees/configuration/transform.doctree b/CADET-Match/v0.6.50/.doctrees/configuration/transform.doctree
index bed36d5c67c76dfb51fee22fdab1954bc1ea02f4..46b236a80ff5eaadd728d9af20c22a4909604862 100644
GIT binary patch
delta 31
mcmex6iR14ijtzl~9Hr^`#zuK2$<2|B?U9U(+anp7R5$>@3<>N2

delta 31
mcmex6iR14ijtzl~9BH{GmC0rnmCcci?U9U(+anp7R5$>^1quNG

diff --git a/CADET-Match/v0.6.50/.doctrees/environment.pickle b/CADET-Match/v0.6.50/.doctrees/environment.pickle
index b01bc24ac8d64cd134878a938d264370a105096c..fbeb4577125289d36654e0ff470cce64d063f4f3 100644
GIT binary patch
delta 3803
zcmcImeNa?Y6yImaLlOZM5CmM=1$i5??7~Xc7^st>Z_|jcH9$U=RoRxe;4X@pLuO*T
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E1RU$ZUH||9

delta 3924
zcmcImZBScf7S8PkZi+>qEwFqC5-dprArL~lYN2X1l2}E)(goxrghC8AqzMJKc2Jq6
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zymu8#CVuPEC(}Gbi-s90N+v2wCMx<$RFq6qluT4Kx=_*FLPfk#Q8H0kq4|{aL8?}m
z#SgPug<1443m#^%!z^@|MGmvTVHP*c!iHJYFbf*?TII!4l7QE8=d2Yk;^$_Ig-SR(
z+gHnGK-sM-)dZ44#fNGIb3`?6zZAlm7335ZHa=ZNPgjEbwDsmD<D1hhac5p0JM&?$
MP&&I!D~t&L15l;KmjD0&

diff --git a/CADET-Match/v0.6.50/.doctrees/index.doctree b/CADET-Match/v0.6.50/.doctrees/index.doctree
index 781935ec706b2099035a4fd3ebe4a9c4a978efbd..b65a7d7e7fdcb88296fed052a3632092896a3c8c 100644
GIT binary patch
delta 21
ccmeD1?(p8A#K=*ao^NcFXOg^Gi!n|G08U5-mjD0&

delta 21
ccmeD1?(p8A#K@7BYf_nPW>L9Wi!n|G08W_(tN;K2

diff --git a/CADET-Match/v0.6.50/.doctrees/install/index.doctree b/CADET-Match/v0.6.50/.doctrees/install/index.doctree
index 840453937a4ce635aa2b12f4c85bedcd95d4a540..babf4d69e709d4c6dfa452b77437478b5950d2ec 100644
GIT binary patch
delta 21
ccmaEB@z!F40wYIhdcLtyo=Ng%4MtaK09xAz6#xJL

delta 21
ccmaEB@z!F40wYISu1RIGnMLJh4MtaK09z~vDgXcg

diff --git a/CADET-Match/v0.6.50/.doctrees/license.doctree b/CADET-Match/v0.6.50/.doctrees/license.doctree
index 241ab43b70a9f4d99cf6995ff77bf6822cc6879e..f9a33fd2080807e54e415f001782be1a4d4460bb 100644
GIT binary patch
delta 27
icmZqP$<n-&WrHsxM`?P#u~D8$a&su-_E1JfJ!t@jcL;0%

delta 27
icmZqP$<n-&WrHsxM_R5)WwMz?WpgOw_E1JfJ!t@k90-8`

diff --git a/CADET-Match/v0.7.0/.buildinfo b/CADET-Match/v0.7.0/.buildinfo
index a11a0126b..f4af9b40d 100644
--- a/CADET-Match/v0.7.0/.buildinfo
+++ b/CADET-Match/v0.7.0/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 2b7e021e19f98bc4f29431c844cb0fe8
+config: 5eb469907399ea336747d12c39e68246
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CADET-Match/v0.7.0/.doctrees/cli/examples.doctree b/CADET-Match/v0.7.0/.doctrees/cli/examples.doctree
index 16cbf3265ae7330ad199a0b18b71dec9c862efa8..66e487916e839a9c417b84c37e83005c4ceb7a06 100644
GIT binary patch
delta 21
ccmbQ{HqC8ADkDc}dcLtyo=NiNT*j4(09A<xcK`qY

delta 21
ccmbQ{HqC8ADkDc)u1RIGnMLL1T*j4(09D!ti~s-t

diff --git a/CADET-Match/v0.7.0/.doctrees/cli/index.doctree b/CADET-Match/v0.7.0/.doctrees/cli/index.doctree
index f4714010cc91e39692c9e470d75189398bdf6c80..8c57a196c0bd781f93b74df5286cb44e1d8a2b88 100644
GIT binary patch
delta 21
ccmaDA{3>{ZFC#~3dcLtyo=NiNP{yem0AiL0`~Uy|

delta 21
ccmaDA{3>{ZFC#}<u1RIGnMLL1P{yem0Al9|5dZ)H

diff --git a/CADET-Match/v0.7.0/.doctrees/configuration/basic_config.doctree b/CADET-Match/v0.7.0/.doctrees/configuration/basic_config.doctree
index 0234a9ad1ae3e8792a81b6a72d805bff168829df..553bcfc88f38e273c850b30987905a02341c9f08 100644
GIT binary patch
delta 21
ccmcbTa3x_wC?iK{dcLtyo=NiNSjO*q0AhX!VgLXD

delta 21
ccmcbTa3x_wC?iK&u1RIGnMLL1SjO*q0AkMwcK`qY

diff --git a/CADET-Match/v0.7.0/.doctrees/configuration/error.doctree b/CADET-Match/v0.7.0/.doctrees/configuration/error.doctree
index 3655d4b5e8dc43e09014b3b78307751ff360c59a..f0b070ff7d4d1995792faa62c89ad4efcaa34503 100644
GIT binary patch
delta 23
ecmbQ=z&O8waYHmCM`?P#u~D8$^5$g5J$3+MjtCn7

delta 23
ecmbQ=z&O8waYHmCM_R5)WwMz?<>q9@J$3+M-v}@O

diff --git a/CADET-Match/v0.7.0/.doctrees/configuration/experiments.doctree b/CADET-Match/v0.7.0/.doctrees/configuration/experiments.doctree
index dba126d1ae691dac406c75ea093b198fbac879cc..c06ba31d77b6d1d4321dd22691fddfcfc3842aac 100644
GIT binary patch
delta 21
ccmaDJ^*m}rC?iK{dcLtyo=NiNSVk@#0AjWWjQ{`u

delta 21
ccmaDJ^*m}rC?iK&u1RIGnMLL1SVk@#0AmLSq5uE@

diff --git a/CADET-Match/v0.7.0/.doctrees/configuration/graphing.doctree b/CADET-Match/v0.7.0/.doctrees/configuration/graphing.doctree
index 5926a0739845179996d428f2656f7af20f7e0c24..1c5f338597226bd42fb5253ae601d35d8e4635fd 100644
GIT binary patch
delta 21
ccmdmFvB_eCKO;wJdcLtyo=NiNaK_tG09JYjk^lez

delta 21
ccmdmFvB_eCKO;w4u1RIGnMLL1aK_tG09MNfrvLx|

diff --git a/CADET-Match/v0.7.0/.doctrees/configuration/index.doctree b/CADET-Match/v0.7.0/.doctrees/configuration/index.doctree
index 4d41c668efafc09f3e8aad8f8092d2ded2e61e93..fc7410cf91ab84bc9deabf03b610eeef9b6c2a0c 100644
GIT binary patch
delta 21
ccmexw@!w*D4kJftdcLtyo=Ng%6Gm@o0A8mDR{#J2

delta 21
ccmexw@!w*D4kJfeu1RIGnMLJh6Gm@o0ABb9YybcN

diff --git a/CADET-Match/v0.7.0/.doctrees/configuration/misc.doctree b/CADET-Match/v0.7.0/.doctrees/configuration/misc.doctree
index c9b8f9e4ef369d6bbb3eb4be0eeda1bc1c87933f..a472a2b0e27e490ac8ddb1df0b877b1fc4116ab4 100644
GIT binary patch
delta 21
ccmdlUvpr@*BqK*@dcLtyo=NiNM8<1609|Sb1poj5

delta 21
ccmdlUvpr@*BqK*!u1RIGnMLL1M8<160A0HX8UO$Q

diff --git a/CADET-Match/v0.7.0/.doctrees/configuration/scores.doctree b/CADET-Match/v0.7.0/.doctrees/configuration/scores.doctree
index 57ec42bcfc0856e86846731b53978d7da99c2235..b2996d47cbd8cf50f9fa499cffd5a17ccc4d28fb 100644
GIT binary patch
delta 27
icmZqp&D!vrb%Qq}M`?P#u~D8$a&s`__FzUv-5LOr%n3#S

delta 27
icmZqp&D!vrb%Qq}M_R5)WwMz?Wpgm&_FzUv-5LOsaS2-h

diff --git a/CADET-Match/v0.7.0/.doctrees/configuration/search.doctree b/CADET-Match/v0.7.0/.doctrees/configuration/search.doctree
index b72e5f97ed044c46fa6c43a70a9f6520a23725c4..23c7d0921428651e2ddaae5b82c1c26053f07b95 100644
GIT binary patch
delta 23
fcmZ4WoO#uA<_+GA9Hr^`#zuK2$(w^2!#@E4bKVIu

delta 23
fcmZ4WoO#uA<_+GA9BH{GmC0rnm79YZ!#@E4bT0`<

diff --git a/CADET-Match/v0.7.0/.doctrees/configuration/transform.doctree b/CADET-Match/v0.7.0/.doctrees/configuration/transform.doctree
index 4a7c2dcfe0133242b286ba44ee1da4d0055a5076..65c787a5addf3769efe51f53d88aedf5a587262f 100644
GIT binary patch
delta 31
mcmex6iR14ijtzl~9Hr^`#zuK2$<2|B?U9U(+anp7R5$>@3<>N2

delta 31
mcmex6iR14ijtzl~9BH{GmC0rnmCcci?U9U(+anp7R5$>^1quNG

diff --git a/CADET-Match/v0.7.0/.doctrees/environment.pickle b/CADET-Match/v0.7.0/.doctrees/environment.pickle
index 354fdfde2dbb1f4eae3cfe13c0e34669ce4f0c2f..317877d7b90a6c61d5312a2f2fc9bb8f5406f72c 100644
GIT binary patch
delta 3865
zcmcImeN0nV6z3`MsuKkT3n<h=VYGa_wp7qLYn@S%GL>&oKCGo8Z>0rV82iKN)R44x
zqMT}+ixQW)IGuL*L{PSvOk!f(l5KIw=CUkV%%*VzKW4J;-E$wp>$3f~{?T)Ozx(bx
z_t$gIz4r}W4IjE1e&DXGz0sMgcNnaF4^}5k5-=v3q(lvYM8`h|BBNvtPOHPxY;*Z*
z{TZN3mcxd^neb?F0_;wggDZ1k)GVvLiL-TDnp^BP7ci=LaAhQh&mg0)F*yyUC&$G^
zH91^vi`~vOIT~!8eqRK{<jLVmdL+EEP_m{rNe%Hy(NiL{Nj@pz*nTD~EF?PSD(q7$
zDLY6q6cQcEj%;|WsFTjfp5f<1rskAVqGmir4XaZmYQ|GI@TJsDsTohn2YvGV|F<$m
zl|(~Vni_7aBpSNXIC!F12QQ_~o6^yh76KhN(<L3E$WX`o`2gtx-*V2~+=9QS-3^Ki
z4lX}iJEcdF5duBUYKfjfjT&ZYBzYOsa4=vff?iF`l#W472y{edNpuuvtKnppL`QKp
z2lulixhT#Kfrj23iH3We8jPGo!#$4XBEjJ2g@3QuJuU>Imgpp+#&l}9rIUyn(@Bn$
zF<l6cl+SV{I*f@L`G57TF%i$+2)JmFoG=rEvd|qee4b>3EArLA=1cOV$lo{Bz>56P
z<*8?>a&jR-z0@BqULB_7c(4^Nq_@l-r5vvjI9!;3cZ-a*H(6~CmkqRJ(ogHMm<Sjw
zT*KtSUxf=8JuEP%Fa|K1<%|X@%v!i_o(+C;9+L$(%t}TJKbqx=-0-k4ei@nqVtlgZ
zCYLp*&E@uY`Ahsf2dPCXpvyc5T8m<L>YmQ^u@m>0pMRc=(W#jPwELp#C$7nQx3j**
z;@<Ax;m_dn@I@mUJ(`th3}{xP(V$t2W-%Hw8a0~rXtK~0qgk#+TZV?Ju0X`0sYa87
zrUp$mntC);@m55c!paxprtid6z3j~!54w96MbeeM?3edMhO2wol(>iV87lCyQ6`b0
z3NL%fA~F=>Wi=flLor@<?>>>CATPVCPh=>{%l3Wxh{nu*fl}t^V@gq-m%XZaLK!B>
z%U*Vh4AbdlzuGG@Oq-YG4-y9Q;sR3PEyV(<ZEVRGFkF!eiyGoUS!#mOvQ+4{C&01N
zE2PT0sub8+Rt?4FsqkUze26JGK@FMVF5e9Om8tNs{By9Bro#6XWpJu073wN0K}-B-
zWfd$V&xg;(!S*T>+$~YT$5l3(JpO$mMJ(BMM6_fhh-k^aLqtn9j)+$54@9(LGb0G1
z6_X>P6;mOi71JT26*D5DO=Cucx!|iJ5{RY!V<Us@zHqnG>Z0vs5Uy9JGZ5aX66S5r
zK@cO9)a($!x3xAARMc-3!SyZML}1$5%D@tzlccW}Oow86HqR4IG$b+v&lNtgxkXUg
zxQha~v;9F9_NtGyIoxec^h<C(?c*-L#W$<TVYRn6*tRv1uRrpQ$Qxi9@0r}upzPp;
zkNA29HnciOjV!RBO(n!O@18~qwXwCC6e<CdS_)unlL|a7*C4``2in>tq;Pd`%cX)9
zZP(ziGY=fTrQmj1!PcUJ-&_}?Xkvekq@RQ9A+R_}xa~GFlj{n~j=2onc~=bfuzUf0
z@NxlMIIR*gI-_GjX~&3%VBDT2WV}9`As|LryT4Kdf$ka+EIe2tf;~NDBKQHSL{NOF
zS_DIfc?O;dhzjc}<#6Um0gMDxg8U7lU?dPDJa?45jG*^T@-hP1F|q)H_Tv*H-}I7j
zI8tz8lL&;jCf<sFdt%OOCmY2_zq~`1#L4bcq>>e9#kEH(<H3Hq0F>ucFnanT*(}{>
zh9(n23Xuc5-W!3mBVta5&(=cANi06BK6efJtm5#EsyNsmD1aReD)=?<bq$^zX7R`{
zhtsw<GqmT4!-gjgyPY_!2yxiw#9@=0qiBblWwgD`vuJOVXV}=p=|SJOY7Vv*wheI>
z5(AF6b42=uzFfNRy2&w$GY;^-vteP#aG3-ApFu24CVe(7h=m8S$RH*QVl#tSPEnK?
z6gT7nUK_;pLChd!?Y^i+yK^hK2(0cl8`%@|F9_$)ubD=ZN&f4^U&b?pFg!qr!(<YN
z$s`W{C2^Qc;xL)S;c-D6o)yHQF5)nm#Oa}|zi0zy(L>{VXstXnx`zh$(AXXt+Cw9I
zXkZVG>!D#iG^&RN_3(OOtlz;fxllJ?V6p)Q(wI!RG_c)7H($<dyaIV0apFOyrvpBj
s)#-4PqrxRhlyEY8G0x5e%b+2&$#^hW8Pxj1tCxniF?j>47BQX7-{lavA^-pY

delta 3835
zcmcImZA?>V6y_>$s{@7kfq+;`FG_3arBDjS$xx%B7e9(ns`6neMYxvo(Sm5=$F_u}
zwG-y4i`$&WZEk){5w8l)Ez71caV}e2HZ^fSwrq>jECF>}7M*kNc`w54vi*Y}J?DAe
zd+&Lld(L^!?S+ex7cNG2-BHyxn724Bd0Tq!ElwOFke^hbBs%C$^89-tda|mf(dltC
zxV)i?P<k+`-c#dhhfn7uz=Px@s7{^=SC+*=;`9_1>#ldYJYE+Z%9#P)oW!VcPIo;I
z8ZH5vv@DD@P6g-msWHJATz0iP8k*eDHobXx$IKKROiPJVE(Dc?pKz9mh!_PG6V;8w
z`)JxoBGd{Mnzju1O<k$HBO@*(j*^zc8ikgDR2?i%RcIMV<sq0_KCERRH8*;MYch{h
zDCkJj!7Waqpd*ckKh(=$Q`)3q6&-0KuHxD(MQ5nfb<;v(H>rMbKJRO2!r#-L26Z|Q
zAI`2AR-;ZIaW$e&p{7r-gBZOcCw+Pzdd)>}P#-_6qEA2KD#jWVDy$hgIBZa;ux9Y^
zt3i<mYsQEx*l$!QxXbGxpI0cj%hNn0nnR-W-?h5SkGP~9lR{FzNe4Gf3Q7GY#R%y)
zjoJwLGFzb{KS`hPf8Cm&gmX3u&Y2YxWpHugXbqK(7R8ZP=jwpXRpdyWyKA^@)w!dV
zqsMvN&_0rGZYT~OWXYeAUCRw%o)Ndl5Um>g!i2z)tck=g2wYpnfp)oZTx`9^>vOo>
zJoGJJ!tn59c`{>yWFZwk7skU<VFHr{HX)PAfR}|uOg3B<G|(YTfQQ0(b!KElgg6gP
zAu&N!L%r8&Z1MU+9iifoXa;T3^Nb#xMX5XHJiRl>4(=BcpCfDZMhgM0!MLiyPhyp?
zv8u`8s|#%lrHed1n2*MUW&s)ln#E|c&@4rhfkr^1L$eZ1HX19M`8jAy&``}bL}oN=
z(HPN`qtT<OLPHf-BeF;fR!kYY19uIu_jU=F>@%b3&H?t(QJLZH0e0axGD8IccH<M7
zp^5-2YKrJ{C?vr4=g17j1lX;D%urB(-P9~I6cu30yH?QW^b0ASvTh}%s4l?TZm*&Y
zlN4Z!GgecE=?t*97s?FN7GRIBA`B9&g`~n8tP*2@$;IEo5jzL5Yf9jfO$(jwM0jh>
zCtxkr!j6));8>%DkDI4Ld}#sPEYX6mbUkARlRXvgmwpX*inVatRsxxJEmW43!B^y|
zn`L%5Tc(9eC#FE1y#VGBeAQk{6DOV`GUReyK}5@S9T6?pkBDfw1`yF|Jw`;UH9m?U
zTCD^`v|1b@S}hYITCIFUv|$89m<Q1wl}Ie@9T!<_4MzGJonG2n2I<P$Sq!+EIBC*)
zBZ7FTxO|%ozOQh}z*bc)gDV?qWl&Jv%)m3<7Vre;!pxcqxZcf4hiZ}-0^+4FT&*%F
z-uMCq@KfD=12$@qb$NU(_4F^_O4`I7AxAK#-s5z)*0^fx-SmoRfH9(f=tP62jh8+X
zs~E@&THw_7xzOd_00n#F_pF~JO>TH`3`BY5^_?ZtAf>4gZg@HHH(dse+d~Ri2?K5p
zo^QDftD0rSKCcs!TR3>+Jr_&U`+GF~`?nH$W~4~BeEH1K=8~rES%y@7b#nu$dNO>p
zxe)r-aZ-AF++^r+Hp2VCa@bbGNwZ&>$Pf@OE!|xvgYM398BBlGCWDvul*r&0u*<-@
zcdZOAye2YWJ0a_<EK7jn`wBsGl9Li%C;QKV1$!q+^WU%%D0RMBhwjh)?xz>p50pNI
zKOD5-#k@lzx_92LL8p3`KGA%5GqOAHZADjegcK)xv%KTYvT5KxRtS;p9Nav1jvSHB
z;}?dKKq_E_ogZ9>pO0D~vm%f5cLkg|#=+u~mmzJRymr+-1$K8ALepU^3_R@qt{mru
zAP)*5k~X}+&~7IVTb(%UbK<ZH#9@aMhwUxI(%u$Sw6TR4+STM5wlr}j$m&@%5qqj4
zL>tLLV!(k`o=88_lTA-tCmEi2N0;~)8xesFx9Jl94r382<+U+kEHaEmhcQ(c8z07u
zMX_>FJc?anW*Ex~V`e354aRPCH&&DJ@AS2}$YG$bAe}zFWDHFvdDp>L#_2&Ajt=55
znZ#i-iNm)f4wFe7CX+ZE6vW|_AP#jAhsh+)1SMySR$;aLG`^qK%1@*FX>dP{?Wdvr
zG_s!t_S3k28rDyv`e{(VXp;KRdKe}XDtpb09-udkvB3G>x&nIOj1%y~Cz^<pM_3kJ
v2&$Zo9v_(zURk1ole=^9ZVNd2%%hu(dwpeLtuJjqf2o$?dl$`Q+L?a<OopS8

diff --git a/CADET-Match/v0.7.0/.doctrees/index.doctree b/CADET-Match/v0.7.0/.doctrees/index.doctree
index c1848c26878db8d0ea94838e3139bba6ba79df1c..c8fcca3fd8d2a76c2312fe170d8f1ac65bb23115 100644
GIT binary patch
delta 21
ccmeD1?(p8A#K=*ao^NcFXOg^Gi!n|G08U5-mjD0&

delta 21
ccmeD1?(p8A#K@7BYf_nPW>L9Wi!n|G08W_(tN;K2

diff --git a/CADET-Match/v0.7.0/.doctrees/install/index.doctree b/CADET-Match/v0.7.0/.doctrees/install/index.doctree
index eb7a8a1eec5ee6734870e83cb983285beb7c689d..10b6fefb02a69eb57242adb8d2f57bd3109a265c 100644
GIT binary patch
delta 21
ccmaEB@z!F40wYIhdcLtyo=Ng%4MtaK09xAz6#xJL

delta 21
ccmaEB@z!F40wYISu1RIGnMLJh4MtaK09z~vDgXcg

diff --git a/CADET-Match/v0.7.0/.doctrees/license.doctree b/CADET-Match/v0.7.0/.doctrees/license.doctree
index c7e68bee57359a59174f357c50e5e84ba1ba7897..64c07e3a942052fc52d9142d540d5e33fa554582 100644
GIT binary patch
delta 27
icmZqP$<n-&WrHsxM`?P#u~D8$a&su-_E1JfJ!t@jcL;0%

delta 27
icmZqP$<n-&WrHsxM_R5)WwMz?WpgOw_E1JfJ!t@k90-8`

diff --git a/CADET-Match/v0.7.1/.buildinfo b/CADET-Match/v0.7.1/.buildinfo
index eb61c8105..61d0fca9d 100644
--- a/CADET-Match/v0.7.1/.buildinfo
+++ b/CADET-Match/v0.7.1/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 1f2035e5ee064f948f88faa471efd0d7
+config: 5bc21d2f2d9ccdd133fc6b59ddf2a2fe
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CADET-Match/v0.7.1/.doctrees/cli/examples.doctree b/CADET-Match/v0.7.1/.doctrees/cli/examples.doctree
index 065bce6c2c645b98197d06b8ffe9ac033ea20649..5184973fad8674d91ec9a5b97b80768ae1a004c9 100644
GIT binary patch
delta 21
ccmbQ{HqC8ADkDc}dcLtyo=NiNT*j4(09A<xcK`qY

delta 21
ccmbQ{HqC8ADkDc)u1RIGnMLL1T*j4(09D!ti~s-t

diff --git a/CADET-Match/v0.7.1/.doctrees/cli/index.doctree b/CADET-Match/v0.7.1/.doctrees/cli/index.doctree
index 54d2194e0a15f807a73c2faa69d2066654c8b773..c0099f9c7a79bde22a41b8caf06fb774684d0b0f 100644
GIT binary patch
delta 21
ccmaDA{3>{ZFC#~3dcLtyo=NiNP{yem0AiL0`~Uy|

delta 21
ccmaDA{3>{ZFC#}<u1RIGnMLL1P{yem0Al9|5dZ)H

diff --git a/CADET-Match/v0.7.1/.doctrees/configuration/basic_config.doctree b/CADET-Match/v0.7.1/.doctrees/configuration/basic_config.doctree
index 7171e76ce1442c5edacd7554428ccc8bd525c464..a0ae5d218d61cdd50f5bab346d34a0a805e2556b 100644
GIT binary patch
delta 21
ccmcbTa3x_wC?iK{dcLtyo=NiNSjO*q0AhX!VgLXD

delta 21
ccmcbTa3x_wC?iK&u1RIGnMLL1SjO*q0AkMwcK`qY

diff --git a/CADET-Match/v0.7.1/.doctrees/configuration/error.doctree b/CADET-Match/v0.7.1/.doctrees/configuration/error.doctree
index be4533391159d116c92eddf2bfc1e9784a7c380c..617cee508fe0d5ccccb001630087ed51603fe0a4 100644
GIT binary patch
delta 23
ecmbQ=z&O8waYHmCM`?P#u~D8$^5$g5J$3+MjtCn7

delta 23
ecmbQ=z&O8waYHmCM_R5)WwMz?<>q9@J$3+M-v}@O

diff --git a/CADET-Match/v0.7.1/.doctrees/configuration/experiments.doctree b/CADET-Match/v0.7.1/.doctrees/configuration/experiments.doctree
index a13e747dd228c0ccbc7f773ccb64a530a6e48a10..67d9ee10fe6ca19524d1dbeb410e61fda2c4accc 100644
GIT binary patch
delta 21
ccmaDJ^*m}rC?iK{dcLtyo=NiNSVk@#0AjWWjQ{`u

delta 21
ccmaDJ^*m}rC?iK&u1RIGnMLL1SVk@#0AmLSq5uE@

diff --git a/CADET-Match/v0.7.1/.doctrees/configuration/graphing.doctree b/CADET-Match/v0.7.1/.doctrees/configuration/graphing.doctree
index a5c780b4267aa0a38574760f892184086fd58fe5..5bc76af1adc52f82af80ace1774da22db932e943 100644
GIT binary patch
delta 21
ccmdmFvB_eCKO;wJdcLtyo=NiNaK_tG09JYjk^lez

delta 21
ccmdmFvB_eCKO;w4u1RIGnMLL1aK_tG09MNfrvLx|

diff --git a/CADET-Match/v0.7.1/.doctrees/configuration/index.doctree b/CADET-Match/v0.7.1/.doctrees/configuration/index.doctree
index 23f64bffb0200afd0a876f24e671ff2fadf1da17..c8c51f104c5cc3e232459ed4ef4f70c195e3ed4d 100644
GIT binary patch
delta 21
ccmexw@!w*D4kJftdcLtyo=Ng%6Gm@o0A8mDR{#J2

delta 21
ccmexw@!w*D4kJfeu1RIGnMLJh6Gm@o0ABb9YybcN

diff --git a/CADET-Match/v0.7.1/.doctrees/configuration/misc.doctree b/CADET-Match/v0.7.1/.doctrees/configuration/misc.doctree
index 2e3a135917bda7a3eb36e90857339322661b515a..bec77976d85f9df769ae91b042a95ea2c13ec680 100644
GIT binary patch
delta 21
ccmdlUvpr@*BqK*@dcLtyo=NiNM8<1609|Sb1poj5

delta 21
ccmdlUvpr@*BqK*!u1RIGnMLL1M8<160A0HX8UO$Q

diff --git a/CADET-Match/v0.7.1/.doctrees/configuration/scores.doctree b/CADET-Match/v0.7.1/.doctrees/configuration/scores.doctree
index 9cf292d25b2e38a8b2fed82e902a6a51db476fa7..9e496d11a71e75320dc79dc75fd236ddad00cd07 100644
GIT binary patch
delta 27
icmZqp&D!vrb%Qq}M`?P#u~D8$a&s`__FzUv-5LOr%n3#S

delta 27
icmZqp&D!vrb%Qq}M_R5)WwMz?Wpgm&_FzUv-5LOsaS2-h

diff --git a/CADET-Match/v0.7.1/.doctrees/configuration/search.doctree b/CADET-Match/v0.7.1/.doctrees/configuration/search.doctree
index b221abd6bf64a730f93651d7b16260bf87c7d328..ff98c2f003dac7da1b392a2e275dda1d1a1ca517 100644
GIT binary patch
delta 23
fcmZ4WoO#uA<_+GA9Hr^`#zuK2$(w^2!#@E4bKVIu

delta 23
fcmZ4WoO#uA<_+GA9BH{GmC0rnm79YZ!#@E4bT0`<

diff --git a/CADET-Match/v0.7.1/.doctrees/configuration/transform.doctree b/CADET-Match/v0.7.1/.doctrees/configuration/transform.doctree
index acd95046ba872e296a697230b9bd2acaf76abe66..f79487663a00e8ca59f623fbd483365b9dbd18bf 100644
GIT binary patch
delta 31
mcmex6iR14ijtzl~9Hr^`#zuK2$<2|B?U9U(+anp7R5$>@3<>N2

delta 31
mcmex6iR14ijtzl~9BH{GmC0rnmCcci?U9U(+anp7R5$>^1quNG

diff --git a/CADET-Match/v0.7.1/.doctrees/environment.pickle b/CADET-Match/v0.7.1/.doctrees/environment.pickle
index 7d4e3f7f9a6bf1e58fd4fc38450024c2e0cf8510..779181ba60e2f057295fe9421a424f86f0050d81 100644
GIT binary patch
delta 3854
zcmcImYj6`)6wYGWjis$Ew3I&6&@CkCW1BW@VHiWvK?*^jG=0zqC8U97O*SP-p*TPp
z(K3k<YEQslivG~yp%z$6tEfM;Qx#OuQDA(`=s2h_j-@)|4@C5yyS3Rc`mg-xIp4YW
z_TKNF^X<7g_rChv`|5$~nx1XmigMBHI6b){b2<P^R*f<+z)+TW_dtA-rqk;X?H;E;
z(jL)+DKA6Ax?K*Z=y$?oWi~vqFa!KWIZ25Qw~Kf7+CANFrym$@KKS)n>ifwktj{Zi
zu~q5GNiNYJu)E#7OYC&^Lh0&!*p;I=u`JgB^K(<86v}eL%7ABw8I|fDu$ZHDN6%@=
zCyCH1ShVEx@Q1cdxuP1%^XAQD9**f040JmTuwsFNfo?|$gcfXyGQfe{f`pl7Vc`@k
z`U?&4HK$<FUx;~F1&<ZZjWX#kobg<Iu~4B2t==#{A`Fqbhacnvo^Jg6SIwZ+^YGT9
z_9z>ze#Y5&3<@@*Mgt@o6*(C-@-Sjv14oUiQ5K`d8D|k+tYA@BVt|*66)fsXc=)AQ
zk%zjH8E0^`RKef|ZvYFgU~q${dB`+J1nIwPb%URAN{dYjN)sjnTrnvqO_&tTW5RUL
zn#X4q3Ko_uW5)lf)slrBHV)336<_kyphmbytxc#>eA3!#1F+SK9BHecj>=YBeXnvf
zxI{O7jAU4{Hzht!egYUy50~;-ko38CzYh4ekS3deFUZt`VPC9={klT%>9gU!yfk=s
zbq!;HzgK57CdjrfV9a2#W-w*YXf0!k;ea)dF~TcWjwy!=RvnzTCc`ajLI<x_sf49y
zYKaMJJTAYZ)aMUG`Xd`6LRIW+g5TlwIsMW3io55XcAujwI$s2iHOu-+$f}-jO2^dG
z*%9z|blU@6kv$Q;V89(LXiR99qcNjdfu;=2N;Ji2tZ0mA)}kp#Q-`J$jSUUGPa`7A
zeIr5n0;So8gGFdM&{U$?f~G`T{%HDreRyh!-T&k4fx-NEdUA;UK%Gb<JUzs=@N$F<
zLTr1h93hJkyLGP|A(Ie08{`PtgxE#L<p>#t*b^7!2uX!l-$W8Uq39tR7QU5CLu40X
z$68Wogh>jqPrfKen9dM8J}gI=wh(*rJrY4iT`iHo<~oTKKW)R8r1+-h0!XU2!SxLV
zaLAnr&)3($#fE}GTN{*-sXp6AXtNc-JKN_$YC{bSHx)pjp%v;HIQYGx1&)z5-HkT5
zO4j_;_$k=y3*c%~Gki<@*lX#~)m%f=hKGFI?4%hKP7ywG-9AD@>vkCtt=kWXXx(li
zqILTV5v^N796_{h8Hi}vI7GB;CPcJs7DQAzRz#Q(p*b#-SSlhX8SDwG173%pYRoKs
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JIG^cd{sEqoyfgp+

delta 3879
zcmcImYfxK76wYmd8?m&|LLpEHX)a1A<dO%_j$=x7s%g_!p@F89ltKt4*Kh+QRB)u!
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z{O2_KU*Z-RFDg_%i#WJhI*MV>QVu@tl1U#Fz{@u~;aORL(*7wJ_k~DLWJAw@69(G_
z<%@w#j({xX&szcv^xxXaz{Noi15HC-2Hx7&z<~MonW+cv*u_S)cM;h!&(Ls?f#2_*
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z-+7G&Biv?0`ZFogXw`EIlA@HPC@m?{CPnE<k$F=FONvKyM5;`RtVxkw9reXCb_YXk
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zc@c+V5@!SV(M>mCwW2hCl-4Rrvqx$2D9s(EsiQP=lqQbSyiuAqO0!03(x_xprjN=T
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ZX~noWxh<*fmAx;X=-|YOYm2#l?r*vCzWo3I

diff --git a/CADET-Match/v0.7.1/.doctrees/index.doctree b/CADET-Match/v0.7.1/.doctrees/index.doctree
index 00621cfcf7bbddd36a66e4b146ea510259ac813d..e9abd7fb104cc27b551fadf63eccf3b08e4c919e 100644
GIT binary patch
delta 21
ccmeD1?(p8A#K=*ao^NcFXOg^Gi!n|G08U5-mjD0&

delta 21
ccmeD1?(p8A#K@7BYf_nPW>L9Wi!n|G08W_(tN;K2

diff --git a/CADET-Match/v0.7.1/.doctrees/install/index.doctree b/CADET-Match/v0.7.1/.doctrees/install/index.doctree
index bd90f06a2a4de5eb131da342ce5251ee8648f8d0..8983e224eee637f7b9b610995c1e8b86f43025e7 100644
GIT binary patch
delta 21
ccmaEB@z!F40wYIhdcLtyo=Ng%4MtaK09xAz6#xJL

delta 21
ccmaEB@z!F40wYISu1RIGnMLJh4MtaK09z~vDgXcg

diff --git a/CADET-Match/v0.7.1/.doctrees/license.doctree b/CADET-Match/v0.7.1/.doctrees/license.doctree
index 1568b00d22ff17d38b711827db67b2ce730a7406..850bd35c0f05fa2783f3b46801eb672c41322d84 100644
GIT binary patch
delta 27
icmZqP$<n-&WrHsxM`?P#u~D8$a&su-_E1JfJ!t@jcL;0%

delta 27
icmZqP$<n-&WrHsxM_R5)WwMz?WpgOw_E1JfJ!t@k90-8`

diff --git a/CADET-Match/v0.8.0/.buildinfo b/CADET-Match/v0.8.0/.buildinfo
index 1712a05b2..26771e84b 100644
--- a/CADET-Match/v0.8.0/.buildinfo
+++ b/CADET-Match/v0.8.0/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 3b7427fa804cf08c20e09b620f96a57e
+config: 0a351b3812f7edc0ae6cc5410f8493af
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CADET-Match/v0.8.0/.doctrees/cli/examples.doctree b/CADET-Match/v0.8.0/.doctrees/cli/examples.doctree
index ebd625a842d11916ad237f039808150a6c72b96f..fed1270f4ba9eb67a900edcb66bba78355d7c4d2 100644
GIT binary patch
delta 21
ccmccZdE0YCIwMDEdcLtyo=NiNe8wDQ0AO<m&;S4c

delta 21
ccmccZdE0YCIwMC~u1RIGnMLL1e8wDQ0AR!i<p2Nx

diff --git a/CADET-Match/v0.8.0/.doctrees/cli/index.doctree b/CADET-Match/v0.8.0/.doctrees/cli/index.doctree
index cf9c2f832f3c8560156d85981a6ee6d95dc876ab..9fde15f7b8939925cade10dcf0a346d74caa7ec5 100644
GIT binary patch
delta 21
ccmewn^&@J7FC#~3dcLtyo=NiNP)21P0A%n7xBvhE

delta 21
ccmewn^&@J7FC#}<u1RIGnMLL1P)21P0A)c3%>V!Z

diff --git a/CADET-Match/v0.8.0/.doctrees/configuration/basic_config.doctree b/CADET-Match/v0.8.0/.doctrees/configuration/basic_config.doctree
index 2987acdd5ef7d389c89901462f352ebd8f00b126..3724b5a489bd29ba1e5b0cb842e3eb55adf7d70d 100644
GIT binary patch
delta 21
ccmcbTa3x_wC?iK{dcLtyo=NiNSjO*q0AhX!VgLXD

delta 21
ccmcbTa3x_wC?iK&u1RIGnMLL1SjO*q0AkMwcK`qY

diff --git a/CADET-Match/v0.8.0/.doctrees/configuration/error.doctree b/CADET-Match/v0.8.0/.doctrees/configuration/error.doctree
index bdedef173a317774956ad2d704bffa3cacbb7488..12c7ee68f28bb4588dfe5ad52a310c37fa6772c3 100644
GIT binary patch
delta 23
ecmZ47z__@9aYHmCM`?P#u~D8$^5$g519kvoLI@`S

delta 23
ecmZ47z__@9aYHmCM_R5)WwMz?<>q9@19kvolL$Nj

diff --git a/CADET-Match/v0.8.0/.doctrees/configuration/experiments.doctree b/CADET-Match/v0.8.0/.doctrees/configuration/experiments.doctree
index 6d1493bdd793f9f67b5acd0feb09aaa294c44496..6b8d8d1f151f718b98b169308997a83cd78a2a54 100644
GIT binary patch
delta 21
ccmaDE^)hNhC?iK{dcLtyo=NiNSVkTl0AmUVlK=n!

delta 21
ccmaDE^)hNhC?iK&u1RIGnMLL1SVkTl0ApJRr~m)}

diff --git a/CADET-Match/v0.8.0/.doctrees/configuration/graphing.doctree b/CADET-Match/v0.8.0/.doctrees/configuration/graphing.doctree
index ca68e341a1ab5497feadf500e05b5a1e837b040e..d45f4fad7db9a034965096a3c1e21e14727e78e2 100644
GIT binary patch
delta 21
ccmdmDvBhG8KO;wJdcLtyo=NiNaK^h*09MWim;e9(

delta 21
ccmdmDvBhG8KO;w4u1RIGnMLL1aK^h*09PLetpET3

diff --git a/CADET-Match/v0.8.0/.doctrees/configuration/index.doctree b/CADET-Match/v0.8.0/.doctrees/configuration/index.doctree
index d757062906e3af19e68649a79465f1aadf3846ef..96533870eb3a32767c4fdce81b22fcfc65d7d1d6 100644
GIT binary patch
delta 21
ccmZp+Y_{B>!^lyZo^NcFXOg_xgwbCb084cSWdHyG

delta 21
ccmZp+Y_{B>!^n}AYf_nPW>LA>gwbCb087ROdH?_b

diff --git a/CADET-Match/v0.8.0/.doctrees/configuration/misc.doctree b/CADET-Match/v0.8.0/.doctrees/configuration/misc.doctree
index 2ab1add36d1c04709a4adbaf9eee6080ee3499b8..d488847c99f4146fd98b88654597d5592c022f7b 100644
GIT binary patch
delta 21
ccmdlPvomHxBqK*@dcLtyo=NiNM8+FB0A0Qa3jhEB

delta 21
ccmdlPvomHxBqK*!u1RIGnMLL1M8+FB0A3FWAOHXW

diff --git a/CADET-Match/v0.8.0/.doctrees/configuration/scores.doctree b/CADET-Match/v0.8.0/.doctrees/configuration/scores.doctree
index 9825f0f8ec7ac35b78318b55a505955a168c3ede..22cb90b7345144f7ec03deb481732ae929f7b2a8 100644
GIT binary patch
delta 27
icmZqr&D!*vb%Qq}M`?P#u~D8$a&s`__FzUv{Tcw1HVI4s

delta 27
icmZqr&D!*vb%Qq}M_R5)WwMz?Wpgm&_FzUv{Tcw1+X-O+

diff --git a/CADET-Match/v0.8.0/.doctrees/configuration/search.doctree b/CADET-Match/v0.8.0/.doctrees/configuration/search.doctree
index 6b3f2ed42f9fd491342bf955614186712b06e3d8..edf032f8a77a8ea7422d0878d7e10629ea7436cc 100644
GIT binary patch
delta 27
jcmZ2@jb-6AmJQyF9Hr^`#zuK2$<4ux+k+Vy&uIbxlL`rn

delta 27
jcmZ2@jb-6AmJQyF9BH{GmC0rnmCeD7+k+Vy&uIbxldlP%

diff --git a/CADET-Match/v0.8.0/.doctrees/configuration/transform.doctree b/CADET-Match/v0.8.0/.doctrees/configuration/transform.doctree
index 660734302185a8dfa1c178f8432f7087d198508a..22ef3b30cf931af3f9d1dd6abe36fb6aa8c205de 100644
GIT binary patch
delta 31
mcmexAiR1qyjtzl~9Hr^`#zuK2$<2|B?U9U(+anp7)HndZh6(Zj

delta 31
mcmexAiR1qyjtzl~9BH{GmC0rnmCcci?U9U(+anp7)Hndae+mZx

diff --git a/CADET-Match/v0.8.0/.doctrees/environment.pickle b/CADET-Match/v0.8.0/.doctrees/environment.pickle
index 95b0c79cfae6c9573ea7e45a2806b24cecab0617..95f3fbae8d576e4b108ca69e2844311efe2a7cc2 100644
GIT binary patch
delta 4105
zcmcImeQ;FO70-huFUe#nLGlU7CYzVAn~!~)uT5wr6N+fc19ZveizZ!?&64b!{RsOu
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delta 4016
zcmcImeN>a@73a0U8#o2Qia>-0LQsN`0EU2DWjJda`>H*WgbxRc5Tfv&Bw!LNY-L)i
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diff --git a/CADET-Match/v0.8.0/.doctrees/index.doctree b/CADET-Match/v0.8.0/.doctrees/index.doctree
index 8bffdd52168c021e1b55daf6c159c47923615d5f..1f2047b2b459afc15eb8d69501b80abd4435f5e3 100644
GIT binary patch
delta 21
ccmdn*x8HAr5+g@xdcLtyo=Ng%Ek;o_09L{V!~g&Q

delta 21
ccmdn*x8HAr5+g@iu1RIGnMLJhEk;o_09O+R*#H0l

diff --git a/CADET-Match/v0.8.0/.doctrees/install/index.doctree b/CADET-Match/v0.8.0/.doctrees/install/index.doctree
index a9465bf4eac1bc084eff0c4f584be946163304c9..802fd45eabad8f0095d69f088be33d59b46ac447 100644
GIT binary patch
delta 21
ccmeCS>bBaTz{pXWo^NcFXOg^GgYmI608JAH^8f$<

delta 21
ccmeCS>bBaTz{ru7Yf_nPW>L9WgYmI608L~E2mk;8

diff --git a/CADET-Match/v0.8.0/.doctrees/license.doctree b/CADET-Match/v0.8.0/.doctrees/license.doctree
index 62e96633cd194256da5844348afa387dfca413a3..12034250ee2e58b85ba44fb4d3fc0c45c3346605 100644
GIT binary patch
delta 27
icmZqP$<n-&WrHsxM`?P#u~D8$a&su-_E1JfJ!t@jcL;0%

delta 27
icmZqP$<n-&WrHsxM_R5)WwMz?WpgOw_E1JfJ!t@k90-8`

diff --git a/CADET-Match/v0.8.10/.buildinfo b/CADET-Match/v0.8.10/.buildinfo
index cbba58085..c180cacff 100644
--- a/CADET-Match/v0.8.10/.buildinfo
+++ b/CADET-Match/v0.8.10/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: dd56baf08b5e0c0a0ca173b94bb0cfdb
+config: a6c04a4e23d24492b7a2c3c75fee2b19
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CADET-Match/v0.8.10/.doctrees/cli/examples.doctree b/CADET-Match/v0.8.10/.doctrees/cli/examples.doctree
index a6d0ebe828ca634324d4813ee7e8e76bf19e9410..46f21d23dbbdabab43272fd925f7ffb19a8c067d 100644
GIT binary patch
delta 21
ccmccZdE0YCIwMDEdcLtyo=NiNe8wDQ0AO<m&;S4c

delta 21
ccmccZdE0YCIwMC~u1RIGnMLL1e8wDQ0AR!i<p2Nx

diff --git a/CADET-Match/v0.8.10/.doctrees/cli/index.doctree b/CADET-Match/v0.8.10/.doctrees/cli/index.doctree
index 6b226f9c54a856adaad8e9b5a56ac493c763d2dd..f008215252219110aded4739b9f76dc9ef4de133 100644
GIT binary patch
delta 21
ccmewn^&@J7FC#~3dcLtyo=NiNP)21P0A%n7xBvhE

delta 21
ccmewn^&@J7FC#}<u1RIGnMLL1P)21P0A)c3%>V!Z

diff --git a/CADET-Match/v0.8.10/.doctrees/configuration/basic_config.doctree b/CADET-Match/v0.8.10/.doctrees/configuration/basic_config.doctree
index f1d655a8b192a3937fc8a9f5570dfe00b42d7fe2..565b5c07bbbba2b396cf7ffb11a28385f119a476 100644
GIT binary patch
delta 21
ccmcbTa3x_wC?iK{dcLtyo=NiNSjO*q0AhX!VgLXD

delta 21
ccmcbTa3x_wC?iK&u1RIGnMLL1SjO*q0AkMwcK`qY

diff --git a/CADET-Match/v0.8.10/.doctrees/configuration/error.doctree b/CADET-Match/v0.8.10/.doctrees/configuration/error.doctree
index 700ed62f43cf6f1f1a1322d420f5d740dcc5e905..6663849199de7ecd74ea4a12a154f37c98f52591 100644
GIT binary patch
delta 23
ecmZ47z__@9aYHmCM`?P#u~D8$^5$g519kvoLI@`S

delta 23
ecmZ47z__@9aYHmCM_R5)WwMz?<>q9@19kvolL$Nj

diff --git a/CADET-Match/v0.8.10/.doctrees/configuration/experiments.doctree b/CADET-Match/v0.8.10/.doctrees/configuration/experiments.doctree
index 54f58843cf3099fc7502066c3c9eb03bc6675a31..b90997d48a8404139fb5ad519b22d81cc95d847a 100644
GIT binary patch
delta 21
ccmaDE^)hNhC?iK{dcLtyo=NiNSVkTl0AmUVlK=n!

delta 21
ccmaDE^)hNhC?iK&u1RIGnMLL1SVkTl0ApJRr~m)}

diff --git a/CADET-Match/v0.8.10/.doctrees/configuration/graphing.doctree b/CADET-Match/v0.8.10/.doctrees/configuration/graphing.doctree
index a22d2133adc6218a1aa088eff8544e248f3676bc..294e9b6cbe210861c426672cb3068d23cfc390e4 100644
GIT binary patch
delta 21
ccmdmDvBhG8KO;wJdcLtyo=NiNaK^h*09MWim;e9(

delta 21
ccmdmDvBhG8KO;w4u1RIGnMLL1aK^h*09PLetpET3

diff --git a/CADET-Match/v0.8.10/.doctrees/configuration/index.doctree b/CADET-Match/v0.8.10/.doctrees/configuration/index.doctree
index d9daa2bc9330945e2175b65a725c56849f7acdbd..fe5057074840da10cdc0b818cfb3e7ff7cbd5d9c 100644
GIT binary patch
delta 21
ccmZp+Y_{B>!^lyZo^NcFXOg_xgwbCb084cSWdHyG

delta 21
ccmZp+Y_{B>!^n}AYf_nPW>LA>gwbCb087ROdH?_b

diff --git a/CADET-Match/v0.8.10/.doctrees/configuration/misc.doctree b/CADET-Match/v0.8.10/.doctrees/configuration/misc.doctree
index d92f04d3685ed2dd89229f65c8e51cce5939a143..ff4fddc3437e24a825317be70ddc309a7ed93e42 100644
GIT binary patch
delta 21
ccmdlPvomHxBqK*@dcLtyo=NiNM8+FB0A0Qa3jhEB

delta 21
ccmdlPvomHxBqK*!u1RIGnMLL1M8+FB0A3FWAOHXW

diff --git a/CADET-Match/v0.8.10/.doctrees/configuration/scores.doctree b/CADET-Match/v0.8.10/.doctrees/configuration/scores.doctree
index 5489e88d13e60b137cba17711e73e4f0338d6282..0f4a74602783a3fcbee58e4300b0e5e34b953bc7 100644
GIT binary patch
delta 27
icmZqr&D!*vb%Qq}M`?P#u~D8$a&s`__FzUv{Tcw1HVI4s

delta 27
icmZqr&D!*vb%Qq}M_R5)WwMz?Wpgm&_FzUv{Tcw1+X-O+

diff --git a/CADET-Match/v0.8.10/.doctrees/configuration/search.doctree b/CADET-Match/v0.8.10/.doctrees/configuration/search.doctree
index df42a2efcb3253bc55320a1fe891c0926c0b0c2e..e9d87e198f2ecc535a3327fa271ea7bfdbcfb4da 100644
GIT binary patch
delta 27
jcmZ2@jb-6AmJQyF9Hr^`#zuK2$<4ux+k+Vy&uIbxlL`rn

delta 27
jcmZ2@jb-6AmJQyF9BH{GmC0rnmCeD7+k+Vy&uIbxldlP%

diff --git a/CADET-Match/v0.8.10/.doctrees/configuration/transform.doctree b/CADET-Match/v0.8.10/.doctrees/configuration/transform.doctree
index ea8e608643788dcfd0c47d61fa498d07185a4975..bd5ba675e78a2c3db65111833bf5f14b918dbaea 100644
GIT binary patch
delta 31
mcmexAiR1qyjtzl~9Hr^`#zuK2$<2|B?U9U(+anp7)HndZh6(Zj

delta 31
mcmexAiR1qyjtzl~9BH{GmC0rnmCcci?U9U(+anp7)Hndae+mZx

diff --git a/CADET-Match/v0.8.10/.doctrees/environment.pickle b/CADET-Match/v0.8.10/.doctrees/environment.pickle
index 191a3e42f5cb14c251310669131a66bc92f4879b..4138cf2d64e7dfa0a9a6e559dcce10f83b409e13 100644
GIT binary patch
delta 3726
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delta 3650
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diff --git a/CADET-Match/v0.8.10/.doctrees/index.doctree b/CADET-Match/v0.8.10/.doctrees/index.doctree
index b7543f1cc12a8ef6dac297befeda8a71bd3be109..c294e893d60782664fec194f320b274d05cbc0c7 100644
GIT binary patch
delta 21
ccmdn*x8HAr5+g@xdcLtyo=Ng%Ek;o_09L{V!~g&Q

delta 21
ccmdn*x8HAr5+g@iu1RIGnMLJhEk;o_09O+R*#H0l

diff --git a/CADET-Match/v0.8.10/.doctrees/install/index.doctree b/CADET-Match/v0.8.10/.doctrees/install/index.doctree
index b7a1e2429dc395027e13908eca7063d35e5b40a1..d8ff0854008996908976fe9ce5eebe4f8c49d657 100644
GIT binary patch
delta 21
ccmexp@zG*~0wYIhdcLtyo=Ng%4MtCC09%6xApigX

delta 21
ccmexp@zG*~0wYISu1RIGnMLJh4MtCC09(`tHUIzs

diff --git a/CADET-Match/v0.8.10/.doctrees/license.doctree b/CADET-Match/v0.8.10/.doctrees/license.doctree
index 04d93fed2ce16adfe67cc012448b5d3bd37e5061..57e40462ca4ba2b96ad99e4352ead54bea48015e 100644
GIT binary patch
delta 27
icmZqP$<n-&WrHsxM`?P#u~D8$a&su-_E1JfJ!t@jcL;0%

delta 27
icmZqP$<n-&WrHsxM_R5)WwMz?WpgOw_E1JfJ!t@k90-8`

diff --git a/CADET-Match/v0.8.12/.buildinfo b/CADET-Match/v0.8.12/.buildinfo
index 70f67f20a..195829bae 100644
--- a/CADET-Match/v0.8.12/.buildinfo
+++ b/CADET-Match/v0.8.12/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 304df31283c88ea3f826e26ca667bd00
+config: 1cab864d2cf257d2bfde5eddae18e21f
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CADET-Match/v0.8.12/.doctrees/cli/examples.doctree b/CADET-Match/v0.8.12/.doctrees/cli/examples.doctree
index a20837a25bd585ac778c46b686e6e75abf082bf0..097715300a4e7e79665cfc5d817bff6e22763d13 100644
GIT binary patch
delta 21
ccmccZdE0YCIwMDEdcLtyo=NiNe8wDQ0AO<m&;S4c

delta 21
ccmccZdE0YCIwMC~u1RIGnMLL1e8wDQ0AR!i<p2Nx

diff --git a/CADET-Match/v0.8.12/.doctrees/cli/index.doctree b/CADET-Match/v0.8.12/.doctrees/cli/index.doctree
index eb47864db2ab4b27f2be4f57144018ffd50ce3bb..b3356c89a5ce16bba0bfccff4eb2519e1db9c2d9 100644
GIT binary patch
delta 21
ccmewn^&@J7FC#~3dcLtyo=NiNP)21P0A%n7xBvhE

delta 21
ccmewn^&@J7FC#}<u1RIGnMLL1P)21P0A)c3%>V!Z

diff --git a/CADET-Match/v0.8.12/.doctrees/configuration/basic_config.doctree b/CADET-Match/v0.8.12/.doctrees/configuration/basic_config.doctree
index d6c2646eb8b59d334ff43c10035093d3f7e0428e..a619eecbbfeef60d32b6c5649fe0391bc08d0d27 100644
GIT binary patch
delta 21
ccmcbTa3x_wC?iK{dcLtyo=NiNSjO*q0AhX!VgLXD

delta 21
ccmcbTa3x_wC?iK&u1RIGnMLL1SjO*q0AkMwcK`qY

diff --git a/CADET-Match/v0.8.12/.doctrees/configuration/error.doctree b/CADET-Match/v0.8.12/.doctrees/configuration/error.doctree
index 6ef7e2b07ba8045b150328699a42507bd18c988c..f089b712581272deb633973020d0ff48c4de3f33 100644
GIT binary patch
delta 23
ecmZ47z__@9aYHmCM`?P#u~D8$^5$g519kvoLI@`S

delta 23
ecmZ47z__@9aYHmCM_R5)WwMz?<>q9@19kvolL$Nj

diff --git a/CADET-Match/v0.8.12/.doctrees/configuration/experiments.doctree b/CADET-Match/v0.8.12/.doctrees/configuration/experiments.doctree
index 0e35f314eadafd21a13a91131a4152cb9335b732..2473b4af3b4fbce9933ad578f429b34503848768 100644
GIT binary patch
delta 21
ccmaDE^)hNhC?iK{dcLtyo=NiNSVkTl0AmUVlK=n!

delta 21
ccmaDE^)hNhC?iK&u1RIGnMLL1SVkTl0ApJRr~m)}

diff --git a/CADET-Match/v0.8.12/.doctrees/configuration/graphing.doctree b/CADET-Match/v0.8.12/.doctrees/configuration/graphing.doctree
index 98929cc9974e8fbbcf758ccfe90c47ef0150ef92..6f25c80a3ffad962339913d2d9042033481f076d 100644
GIT binary patch
delta 21
ccmdmDvBhG8KO;wJdcLtyo=NiNaK^h*09MWim;e9(

delta 21
ccmdmDvBhG8KO;w4u1RIGnMLL1aK^h*09PLetpET3

diff --git a/CADET-Match/v0.8.12/.doctrees/configuration/index.doctree b/CADET-Match/v0.8.12/.doctrees/configuration/index.doctree
index 7e1d2ab6c1c5453b37db287a8efcc1f29984f89b..aaeb87228abbb3de0f62a4f7826b39b85ef2eefb 100644
GIT binary patch
delta 21
ccmZp+Y_{B>!^lyZo^NcFXOg_xgwbCb084cSWdHyG

delta 21
ccmZp+Y_{B>!^n}AYf_nPW>LA>gwbCb087ROdH?_b

diff --git a/CADET-Match/v0.8.12/.doctrees/configuration/misc.doctree b/CADET-Match/v0.8.12/.doctrees/configuration/misc.doctree
index 6cb9b6ddcdde9d1914f272b5fe3bf4a3d6267797..515885328901a7164c451348f0ae5e818409410b 100644
GIT binary patch
delta 21
ccmdlPvomHxBqK*@dcLtyo=NiNM8+FB0A0Qa3jhEB

delta 21
ccmdlPvomHxBqK*!u1RIGnMLL1M8+FB0A3FWAOHXW

diff --git a/CADET-Match/v0.8.12/.doctrees/configuration/scores.doctree b/CADET-Match/v0.8.12/.doctrees/configuration/scores.doctree
index f00bdfdcd8f28c709206e15c1d0e3dc7054f1323..031c6da9f5ebd46256cbd70a72c8d85d61c03fe8 100644
GIT binary patch
delta 27
icmZqr&D!*vb%Qq}M`?P#u~D8$a&s`__FzUv{Tcw1HVI4s

delta 27
icmZqr&D!*vb%Qq}M_R5)WwMz?Wpgm&_FzUv{Tcw1+X-O+

diff --git a/CADET-Match/v0.8.12/.doctrees/configuration/search.doctree b/CADET-Match/v0.8.12/.doctrees/configuration/search.doctree
index 2d17ea850bda16fa2ce5b52225b53ea661dc8103..3401570b1a4f95b518b8ae11c394d8928f4190ad 100644
GIT binary patch
delta 27
jcmZ2@jb-6AmJQyF9Hr^`#zuK2$<4ux+k+Vy&uIbxlL`rn

delta 27
jcmZ2@jb-6AmJQyF9BH{GmC0rnmCeD7+k+Vy&uIbxldlP%

diff --git a/CADET-Match/v0.8.12/.doctrees/configuration/transform.doctree b/CADET-Match/v0.8.12/.doctrees/configuration/transform.doctree
index 5df15a09cabffb1b869658d63cb935e3e39d6555..ab1698f4811597c00b4595f880d40678caa9ced5 100644
GIT binary patch
delta 31
mcmexAiR1qyjtzl~9Hr^`#zuK2$<2|B?U9U(+anp7)HndZh6(Zj

delta 31
mcmexAiR1qyjtzl~9BH{GmC0rnmCcci?U9U(+anp7)Hndae+mZx

diff --git a/CADET-Match/v0.8.12/.doctrees/environment.pickle b/CADET-Match/v0.8.12/.doctrees/environment.pickle
index f2721a0af912c6ef532f24fc8ea19cc27da4409c..afad81b538cf59dadd2682a552688637c882bf67 100644
GIT binary patch
delta 3741
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delta 3812
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diff --git a/CADET-Match/v0.8.12/.doctrees/index.doctree b/CADET-Match/v0.8.12/.doctrees/index.doctree
index ab94bded4747e9afc428fabe1e57e2930427cf2c..8f65a6deaa86a1554bc10892666aede407222832 100644
GIT binary patch
delta 21
ccmdn*x8HAr5+g@xdcLtyo=Ng%Ek;o_09L{V!~g&Q

delta 21
ccmdn*x8HAr5+g@iu1RIGnMLJhEk;o_09O+R*#H0l

diff --git a/CADET-Match/v0.8.12/.doctrees/install/index.doctree b/CADET-Match/v0.8.12/.doctrees/install/index.doctree
index 7965cdb98871b785e77f02201fa34108a36cf8b2..df3ba13cb5aee678e972cad90f683526a9194d15 100644
GIT binary patch
delta 21
ccmexp@zG*~0wYIhdcLtyo=Ng%4MtCC09%6xApigX

delta 21
ccmexp@zG*~0wYISu1RIGnMLJh4MtCC09(`tHUIzs

diff --git a/CADET-Match/v0.8.12/.doctrees/license.doctree b/CADET-Match/v0.8.12/.doctrees/license.doctree
index 6f3db79cddcc650b77390768e3aeba405a1bb023..77e43c27ba231737cf4882e4536d3a8fadd1d038 100644
GIT binary patch
delta 27
icmZqP$<n-&WrHsxM`?P#u~D8$a&su-_E1JfJ!t@jcL;0%

delta 27
icmZqP$<n-&WrHsxM_R5)WwMz?WpgOw_E1JfJ!t@k90-8`

diff --git a/CADET-Match/v0.8.13/.buildinfo b/CADET-Match/v0.8.13/.buildinfo
index 11a69daa5..884293bc3 100644
--- a/CADET-Match/v0.8.13/.buildinfo
+++ b/CADET-Match/v0.8.13/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: b9d5f2e39e19ff1857f008ccda5aeac2
+config: 63e43dafb740fdd1b066828d57806229
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CADET-Match/v0.8.13/.doctrees/cli/examples.doctree b/CADET-Match/v0.8.13/.doctrees/cli/examples.doctree
index 0679bbf831f4a744fcf1d49b92023b155e057c1a..6cfd1c2bbc16d644c189a2b3f594bc153b938bd1 100644
GIT binary patch
delta 21
ccmccZdE0YCIwMDEdcLtyo=NiNe8wDQ0AO<m&;S4c

delta 21
ccmccZdE0YCIwMC~u1RIGnMLL1e8wDQ0AR!i<p2Nx

diff --git a/CADET-Match/v0.8.13/.doctrees/cli/index.doctree b/CADET-Match/v0.8.13/.doctrees/cli/index.doctree
index 87faa673d54c60190b803c092d046c63c8d2e175..3ee4e2697ba75c403f4fab17401c4e09d03ef188 100644
GIT binary patch
delta 21
ccmewn^&@J7FC#~3dcLtyo=NiNP)21P0A%n7xBvhE

delta 21
ccmewn^&@J7FC#}<u1RIGnMLL1P)21P0A)c3%>V!Z

diff --git a/CADET-Match/v0.8.13/.doctrees/configuration/basic_config.doctree b/CADET-Match/v0.8.13/.doctrees/configuration/basic_config.doctree
index cb6d8c5aa279031c8a3ed292c960ba40ecd18f97..c810890748800391ac94ec2d6131d730304e984b 100644
GIT binary patch
delta 21
ccmcbTa3x_wC?iK{dcLtyo=NiNSjO*q0AhX!VgLXD

delta 21
ccmcbTa3x_wC?iK&u1RIGnMLL1SjO*q0AkMwcK`qY

diff --git a/CADET-Match/v0.8.13/.doctrees/configuration/error.doctree b/CADET-Match/v0.8.13/.doctrees/configuration/error.doctree
index 568437c51042b80957f0afc916ad679b21cbb936..155cac812d339ad5fdb1bd89bd1b1041843a0210 100644
GIT binary patch
delta 23
ecmZ47z__@9aYHmCM`?P#u~D8$^5$g519kvoLI@`S

delta 23
ecmZ47z__@9aYHmCM_R5)WwMz?<>q9@19kvolL$Nj

diff --git a/CADET-Match/v0.8.13/.doctrees/configuration/experiments.doctree b/CADET-Match/v0.8.13/.doctrees/configuration/experiments.doctree
index 078e902c05e9d233c386439a193e232a14cf9417..b922531368508433d823664ac40e949ba9c0784c 100644
GIT binary patch
delta 21
ccmaDE^)hNhC?iK{dcLtyo=NiNSVkTl0AmUVlK=n!

delta 21
ccmaDE^)hNhC?iK&u1RIGnMLL1SVkTl0ApJRr~m)}

diff --git a/CADET-Match/v0.8.13/.doctrees/configuration/graphing.doctree b/CADET-Match/v0.8.13/.doctrees/configuration/graphing.doctree
index 8b15ac0e7cfa6b1c9b74348825a396fbec781496..33df349f1d7de9e0fdc50ae0d5693e09709ac276 100644
GIT binary patch
delta 21
ccmdmDvBhG8KO;wJdcLtyo=NiNaK^h*09MWim;e9(

delta 21
ccmdmDvBhG8KO;w4u1RIGnMLL1aK^h*09PLetpET3

diff --git a/CADET-Match/v0.8.13/.doctrees/configuration/index.doctree b/CADET-Match/v0.8.13/.doctrees/configuration/index.doctree
index 80c49a91b343f738b4b9a7b32d2a2777c4ced5ef..21c6996e4a53c439825f8d3de3c96c83103c1793 100644
GIT binary patch
delta 21
ccmZp+Y_{B>!^lyZo^NcFXOg_xgwbCb084cSWdHyG

delta 21
ccmZp+Y_{B>!^n}AYf_nPW>LA>gwbCb087ROdH?_b

diff --git a/CADET-Match/v0.8.13/.doctrees/configuration/misc.doctree b/CADET-Match/v0.8.13/.doctrees/configuration/misc.doctree
index 38f6a5819a0a6896a12c32a1e71e5a7d43c567c6..cc6735d85d7751262b9c6e4d1359fa065cd1beb8 100644
GIT binary patch
delta 21
ccmdlPvomHxBqK*@dcLtyo=NiNM8+FB0A0Qa3jhEB

delta 21
ccmdlPvomHxBqK*!u1RIGnMLL1M8+FB0A3FWAOHXW

diff --git a/CADET-Match/v0.8.13/.doctrees/configuration/scores.doctree b/CADET-Match/v0.8.13/.doctrees/configuration/scores.doctree
index 71f28f3e5a577cf16158ba9e8f23115c407cb26e..13e31e1ac8ac64eb0728522e03bfccafa31e0091 100644
GIT binary patch
delta 27
icmZqr&D!*vb%Qq}M`?P#u~D8$a&s`__FzUv{Tcw1HVI4s

delta 27
icmZqr&D!*vb%Qq}M_R5)WwMz?Wpgm&_FzUv{Tcw1+X-O+

diff --git a/CADET-Match/v0.8.13/.doctrees/configuration/search.doctree b/CADET-Match/v0.8.13/.doctrees/configuration/search.doctree
index ec0e9b5259b4a5ce69e8837d364da4d293765383..f535a1264488189578f2449abc84a706387a68e2 100644
GIT binary patch
delta 27
jcmZ2@jb-6AmJQyF9Hr^`#zuK2$<4ux+k+Vy&uIbxlL`rn

delta 27
jcmZ2@jb-6AmJQyF9BH{GmC0rnmCeD7+k+Vy&uIbxldlP%

diff --git a/CADET-Match/v0.8.13/.doctrees/configuration/transform.doctree b/CADET-Match/v0.8.13/.doctrees/configuration/transform.doctree
index 3b6ace7708c6500f18a820f5a3d960c4de0d5158..b158d50753d561032cdc3edf9fa0bb053517b2b9 100644
GIT binary patch
delta 31
mcmexAiR1qyjtzl~9Hr^`#zuK2$<2|B?U9U(+anp7)HndZh6(Zj

delta 31
mcmexAiR1qyjtzl~9BH{GmC0rnmCcci?U9U(+anp7)Hndae+mZx

diff --git a/CADET-Match/v0.8.13/.doctrees/environment.pickle b/CADET-Match/v0.8.13/.doctrees/environment.pickle
index 13521f6f0590fd97e02d7bc0ebf347d052f63c65..d1d97fed4983bc9e76a421d505b48ca968395701 100644
GIT binary patch
delta 3945
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delta 3850
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diff --git a/CADET-Match/v0.8.13/.doctrees/index.doctree b/CADET-Match/v0.8.13/.doctrees/index.doctree
index ff8450d50b0359c8c5f0d65ef283577c7ef3e7a1..1794407ee8519b448162e9cda05fee8ec0d37452 100644
GIT binary patch
delta 21
ccmdn*x8HAr5+g@xdcLtyo=Ng%Ek;o_09L{V!~g&Q

delta 21
ccmdn*x8HAr5+g@iu1RIGnMLJhEk;o_09O+R*#H0l

diff --git a/CADET-Match/v0.8.13/.doctrees/install/index.doctree b/CADET-Match/v0.8.13/.doctrees/install/index.doctree
index af7e6e8172a954bb2e6b35fc95b092488005def5..0ad383db35422c1d55ecf68c7934acb3ec5e9d13 100644
GIT binary patch
delta 21
ccmexp@zG*~0wYIhdcLtyo=Ng%4MtCC09%6xApigX

delta 21
ccmexp@zG*~0wYISu1RIGnMLJh4MtCC09(`tHUIzs

diff --git a/CADET-Match/v0.8.13/.doctrees/license.doctree b/CADET-Match/v0.8.13/.doctrees/license.doctree
index 6eaf227d901f277d15d9353058f41b0f60b6eaca..02a35cba8a61e97d8d8c29a16b3ce3329180f58f 100644
GIT binary patch
delta 27
icmZqP$<n-&WrHsxM`?P#u~D8$a&su-_E1JfJ!t@jcL;0%

delta 27
icmZqP$<n-&WrHsxM_R5)WwMz?WpgOw_E1JfJ!t@k90-8`

diff --git a/CADET-Match/v0.8.14/.buildinfo b/CADET-Match/v0.8.14/.buildinfo
index 60fa610e2..6917b3437 100644
--- a/CADET-Match/v0.8.14/.buildinfo
+++ b/CADET-Match/v0.8.14/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 1ebbfac98a874b5da1581575416b23f9
+config: 69c39b15ba90aaea4436d99fe8171c76
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CADET-Match/v0.8.14/.doctrees/cli/examples.doctree b/CADET-Match/v0.8.14/.doctrees/cli/examples.doctree
index 66b2048190ac682499efa843843d8224f597fadb..856accf39f0534bab65b0df668a6bda53065d15b 100644
GIT binary patch
delta 21
ccmccZdE0YCIwMDEdcLtyo=NiNe8wDQ0AO<m&;S4c

delta 21
ccmccZdE0YCIwMC~u1RIGnMLL1e8wDQ0AR!i<p2Nx

diff --git a/CADET-Match/v0.8.14/.doctrees/cli/index.doctree b/CADET-Match/v0.8.14/.doctrees/cli/index.doctree
index 180aae38c52430e8a89f32cbaebd3567b997c4e4..e48c1f73eb6e175bbfd52e2b184f08e39c6825fa 100644
GIT binary patch
delta 21
ccmewn^&@J7FC#~3dcLtyo=NiNP)21P0A%n7xBvhE

delta 21
ccmewn^&@J7FC#}<u1RIGnMLL1P)21P0A)c3%>V!Z

diff --git a/CADET-Match/v0.8.14/.doctrees/configuration/basic_config.doctree b/CADET-Match/v0.8.14/.doctrees/configuration/basic_config.doctree
index 488922a4a81654127a7e6359bc4a35c0e4cef9dc..8e44024208fdd5f64304bfd2e68bd56775da83cf 100644
GIT binary patch
delta 21
ccmcbTa3x_wC?iK{dcLtyo=NiNSjO*q0AhX!VgLXD

delta 21
ccmcbTa3x_wC?iK&u1RIGnMLL1SjO*q0AkMwcK`qY

diff --git a/CADET-Match/v0.8.14/.doctrees/configuration/error.doctree b/CADET-Match/v0.8.14/.doctrees/configuration/error.doctree
index 69a8d80f25e3475a4a1be899d34ecee907b236e6..531261c812db43b3ff1fedd9dbf35c47adf6f1a5 100644
GIT binary patch
delta 23
ecmZ47z__@9aYHmCM`?P#u~D8$^5$g519kvoLI@`S

delta 23
ecmZ47z__@9aYHmCM_R5)WwMz?<>q9@19kvolL$Nj

diff --git a/CADET-Match/v0.8.14/.doctrees/configuration/experiments.doctree b/CADET-Match/v0.8.14/.doctrees/configuration/experiments.doctree
index f9865a733e4008866c2624e5c63069bd9a025fd8..9e1cf3a00167e1772fa7bbb3a931b5391ad6484a 100644
GIT binary patch
delta 21
ccmaDE^)hNhC?iK{dcLtyo=NiNSVkTl0AmUVlK=n!

delta 21
ccmaDE^)hNhC?iK&u1RIGnMLL1SVkTl0ApJRr~m)}

diff --git a/CADET-Match/v0.8.14/.doctrees/configuration/graphing.doctree b/CADET-Match/v0.8.14/.doctrees/configuration/graphing.doctree
index ec295d11c5c138334baba7caafbb86c631cb8402..8e96c5661621c563dea01bf8ae3d58c0245d5d59 100644
GIT binary patch
delta 21
ccmdmDvBhG8KO;wJdcLtyo=NiNaK^h*09MWim;e9(

delta 21
ccmdmDvBhG8KO;w4u1RIGnMLL1aK^h*09PLetpET3

diff --git a/CADET-Match/v0.8.14/.doctrees/configuration/index.doctree b/CADET-Match/v0.8.14/.doctrees/configuration/index.doctree
index de26a82afff0057edc6cc2ed2e34b441e1457d2a..efee4368f57faad89171e484987149024645906e 100644
GIT binary patch
delta 21
ccmZp+Y_{B>!^lyZo^NcFXOg_xgwbCb084cSWdHyG

delta 21
ccmZp+Y_{B>!^n}AYf_nPW>LA>gwbCb087ROdH?_b

diff --git a/CADET-Match/v0.8.14/.doctrees/configuration/misc.doctree b/CADET-Match/v0.8.14/.doctrees/configuration/misc.doctree
index 5c07b3f5f2482b2f5e9f75296378d073029d903c..8967f325c041681f04e51bfa30382da0084e0d22 100644
GIT binary patch
delta 21
ccmdlPvomHxBqK*@dcLtyo=NiNM8+FB0A0Qa3jhEB

delta 21
ccmdlPvomHxBqK*!u1RIGnMLL1M8+FB0A3FWAOHXW

diff --git a/CADET-Match/v0.8.14/.doctrees/configuration/scores.doctree b/CADET-Match/v0.8.14/.doctrees/configuration/scores.doctree
index 01d48adc96c745dd28556148aabde5500777f622..e5506300156bc3499d7c84be40ed7655371b8acc 100644
GIT binary patch
delta 27
icmZqr&D!*vb%Qq}M`?P#u~D8$a&s`__FzUv{Tcw1HVI4s

delta 27
icmZqr&D!*vb%Qq}M_R5)WwMz?Wpgm&_FzUv{Tcw1+X-O+

diff --git a/CADET-Match/v0.8.14/.doctrees/configuration/search.doctree b/CADET-Match/v0.8.14/.doctrees/configuration/search.doctree
index 5af034fe7ea07dc87c76cada006f1fae292724c5..08d339cf5aaba984f082ae56338fd0bdabcbcfff 100644
GIT binary patch
delta 27
jcmZ2@jb-6AmJQyF9Hr^`#zuK2$<4ux+k+Vy&uIbxlL`rn

delta 27
jcmZ2@jb-6AmJQyF9BH{GmC0rnmCeD7+k+Vy&uIbxldlP%

diff --git a/CADET-Match/v0.8.14/.doctrees/configuration/transform.doctree b/CADET-Match/v0.8.14/.doctrees/configuration/transform.doctree
index fd608dc119b379346e1a2650c7349680275b2aff..469be6c3fa72b91200bd02b92845343fb2d8b084 100644
GIT binary patch
delta 31
mcmexAiR1qyjtzl~9Hr^`#zuK2$<2|B?U9U(+anp7)HndZh6(Zj

delta 31
mcmexAiR1qyjtzl~9BH{GmC0rnmCcci?U9U(+anp7)Hndae+mZx

diff --git a/CADET-Match/v0.8.14/.doctrees/environment.pickle b/CADET-Match/v0.8.14/.doctrees/environment.pickle
index 3ca0ec038c611c8f9d07bd9790886b8131015187..216db8d8a2bf9af36b48e7c55c880eabb572949d 100644
GIT binary patch
delta 3967
zcmcImU2s#^5!MCU*A8}U;~Lw-4zes8NeBtae<d@;Y8a@4lpn>G<cw{MEeYGVLXweO
zOj5=zw05qlfbpuG7TQ2NDFYK6JKPj-n1D0sxb1WjN;=J?Y5v-zFX=-KNhg_sFx@=|
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V<*c{;>y_W`78)<i)e2+6e*qS)=&S$$

delta 3930
zcmcImeN0nV6z_B30~G;95Gtd<L)(HB1PYo>a7@Q+_t8;kohU+Efw$6DTeUb1^J8MW
zP8p|LrpD>Mh|560H&HYSW`@ly>S8iuoLT1PGTldpTa16qk==72+SmQP{?T)OzkA=i
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zMkb4tl!OdtXtR|H5|Rvwl$8n%+|Q_!K2bV35)tXnl*qW7rGjNy5*c^1H1KAYM8@5$
z$jEqtlgQ}EQNayPBBLV*qwy@*b7qDj(vcGxDOcu7&WJ*(0?#~&6opa)r{}E-$xtXG
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ze9&|HQQU>$-YACDOhurCrqyJg1<U%X;LI8^eaHGnp>~~v)X^;XyT1yu)^pG_aH9@8
zlum3-x+q#rI);`Kaac#hVG$9B6+|4C4{=yKx;R=mx>#B@x@ojz$Q;%SaRqSbSmks)
ztgC{w|2FU{7&}%#lxGS>w3_#lZjBFg@();<3>ogy$&ZIIS&VdUQW%R0W0S*JOc<LI
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zA`W9ooCZ1vlQ;|>A=q_@!<IuF3Ly@IM_d7%8`QsmEBfeyKAIaJUCu{W^U=ikXvBOp
zEk2qRA6?f+m-W$AeRNSDUm(<-a4_U@{pw^fQ_?k*L(a?Gq2?L1HyWnPWV?dAkvP5t
z4i6>IMnQoXi__sDt;QWBlV+UEhf71n|MR!5K4p4zl4;-i_0;*bOzw&POvcOn3*B$)
AG5`Po

diff --git a/CADET-Match/v0.8.14/.doctrees/index.doctree b/CADET-Match/v0.8.14/.doctrees/index.doctree
index 9573c823b3e771cc1098724e1fe08f6e52751130..6e5c5603baa227fdbf8504a1cf03ef0408f0a730 100644
GIT binary patch
delta 21
ccmdn*x8HAr5+g@xdcLtyo=Ng%Ek;o_09L{V!~g&Q

delta 21
ccmdn*x8HAr5+g@iu1RIGnMLJhEk;o_09O+R*#H0l

diff --git a/CADET-Match/v0.8.14/.doctrees/install/index.doctree b/CADET-Match/v0.8.14/.doctrees/install/index.doctree
index 61451bd25ddf9ffff6db5a7015441e3d1ba6ae5b..8c8161868895bb67da235edddce0ffdd96fdd8b9 100644
GIT binary patch
delta 21
ccmexp@zG*~0wYIhdcLtyo=Ng%4MtCC09%6xApigX

delta 21
ccmexp@zG*~0wYISu1RIGnMLJh4MtCC09(`tHUIzs

diff --git a/CADET-Match/v0.8.14/.doctrees/license.doctree b/CADET-Match/v0.8.14/.doctrees/license.doctree
index f4453d16883599670b15fa4f9eadf30ea9a3c19d..bcaff81b54ceb412d5a45857a8b248876a6a16f3 100644
GIT binary patch
delta 27
icmZqP$<n-&WrHsxM`?P#u~D8$a&su-_E1JfJ!t@jcL;0%

delta 27
icmZqP$<n-&WrHsxM_R5)WwMz?WpgOw_E1JfJ!t@k90-8`

diff --git a/CADET-Match/v0.8.15/.buildinfo b/CADET-Match/v0.8.15/.buildinfo
index 097c7c231..f9a9713de 100644
--- a/CADET-Match/v0.8.15/.buildinfo
+++ b/CADET-Match/v0.8.15/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 087e79c7b8bf32a5a75e309d2ff8b748
+config: dec31c88ee70f1a38b9884554f7f95c6
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CADET-Match/v0.8.15/.doctrees/cli/examples.doctree b/CADET-Match/v0.8.15/.doctrees/cli/examples.doctree
index b4973d70dbea6561b9c057fec4987c87d04c162f..2171810e8e538a3d6c95fdb819e76707de9ad0fb 100644
GIT binary patch
delta 21
ccmccZdE0YCIwMDEdcLtyo=NiNe8wDQ0AO<m&;S4c

delta 21
ccmccZdE0YCIwMC~u1RIGnMLL1e8wDQ0AR!i<p2Nx

diff --git a/CADET-Match/v0.8.15/.doctrees/cli/index.doctree b/CADET-Match/v0.8.15/.doctrees/cli/index.doctree
index 62abe6ee3093a00ef5249d1f99f00ea5e2d02f5e..6e0e0dd9c900d84e0fe23e2c7bd70b421beaed4f 100644
GIT binary patch
delta 21
ccmewn^&@J7FC#~3dcLtyo=NiNP)21P0A%n7xBvhE

delta 21
ccmewn^&@J7FC#}<u1RIGnMLL1P)21P0A)c3%>V!Z

diff --git a/CADET-Match/v0.8.15/.doctrees/configuration/basic_config.doctree b/CADET-Match/v0.8.15/.doctrees/configuration/basic_config.doctree
index b361b40cb2daacd5d230705948edb8cfca278576..1cca4c80061bf97b37e5b52063c0d6a98530b8ce 100644
GIT binary patch
delta 21
ccmcbTa3x_wC?iK{dcLtyo=NiNSjO*q0AhX!VgLXD

delta 21
ccmcbTa3x_wC?iK&u1RIGnMLL1SjO*q0AkMwcK`qY

diff --git a/CADET-Match/v0.8.15/.doctrees/configuration/error.doctree b/CADET-Match/v0.8.15/.doctrees/configuration/error.doctree
index 46cbbf52e42fa0e34654b7e6ed8a0a4f05e283b5..93f7b3454b45b990197f5bebcc51b2f1ae483c01 100644
GIT binary patch
delta 23
ecmZ47z__@9aYHmCM`?P#u~D8$^5$g519kvoLI@`S

delta 23
ecmZ47z__@9aYHmCM_R5)WwMz?<>q9@19kvolL$Nj

diff --git a/CADET-Match/v0.8.15/.doctrees/configuration/experiments.doctree b/CADET-Match/v0.8.15/.doctrees/configuration/experiments.doctree
index a3c59ce2dc74f3822d3c0c5ddf375a0f1c8253fd..84e3efbb5a11de7870391037568cfbafc1c6fb11 100644
GIT binary patch
delta 21
ccmaDE^)hNhC?iK{dcLtyo=NiNSVkTl0AmUVlK=n!

delta 21
ccmaDE^)hNhC?iK&u1RIGnMLL1SVkTl0ApJRr~m)}

diff --git a/CADET-Match/v0.8.15/.doctrees/configuration/graphing.doctree b/CADET-Match/v0.8.15/.doctrees/configuration/graphing.doctree
index dbd450e2a7c785e2902cf46c8a87c01ef7e679f7..7a9c523d1f8c0c35d035677905346c80395e79a3 100644
GIT binary patch
delta 21
ccmdmDvBhG8KO;wJdcLtyo=NiNaK^h*09MWim;e9(

delta 21
ccmdmDvBhG8KO;w4u1RIGnMLL1aK^h*09PLetpET3

diff --git a/CADET-Match/v0.8.15/.doctrees/configuration/index.doctree b/CADET-Match/v0.8.15/.doctrees/configuration/index.doctree
index adcc11348b67117a486529fed973d71892379f56..5010a80a7a3b1036ee56029769e7252210bd755d 100644
GIT binary patch
delta 21
ccmZp+Y_{B>!^lyZo^NcFXOg_xgwbCb084cSWdHyG

delta 21
ccmZp+Y_{B>!^n}AYf_nPW>LA>gwbCb087ROdH?_b

diff --git a/CADET-Match/v0.8.15/.doctrees/configuration/misc.doctree b/CADET-Match/v0.8.15/.doctrees/configuration/misc.doctree
index 7215a8d9fff557fc1624b5a7bd8c44319f24e13d..54bf5112367ae7db54ff71c4b4fff2624115bccd 100644
GIT binary patch
delta 21
ccmdlPvomHxBqK*@dcLtyo=NiNM8+FB0A0Qa3jhEB

delta 21
ccmdlPvomHxBqK*!u1RIGnMLL1M8+FB0A3FWAOHXW

diff --git a/CADET-Match/v0.8.15/.doctrees/configuration/scores.doctree b/CADET-Match/v0.8.15/.doctrees/configuration/scores.doctree
index 1d7bd179fb0c4976d191dde4f216e52f89849b26..24c861e085639e2be091a4f04ff023b54c29f154 100644
GIT binary patch
delta 27
icmZqr&D!*vb%Qq}M`?P#u~D8$a&s`__FzUv{Tcw1HVI4s

delta 27
icmZqr&D!*vb%Qq}M_R5)WwMz?Wpgm&_FzUv{Tcw1+X-O+

diff --git a/CADET-Match/v0.8.15/.doctrees/configuration/search.doctree b/CADET-Match/v0.8.15/.doctrees/configuration/search.doctree
index 70730a12cc5aaa0ac72d1f13b55dd2be06571bc1..1c4a8952e5eab28f12be4e469b3d29a9f495cda8 100644
GIT binary patch
delta 27
jcmZ2@jb-6AmJQyF9Hr^`#zuK2$<4ux+k+Vy&uIbxlL`rn

delta 27
jcmZ2@jb-6AmJQyF9BH{GmC0rnmCeD7+k+Vy&uIbxldlP%

diff --git a/CADET-Match/v0.8.15/.doctrees/configuration/transform.doctree b/CADET-Match/v0.8.15/.doctrees/configuration/transform.doctree
index 10e44cb2a146923ae2478705a4e16c88de743771..2193dde85c6a549a53b81527f01ab0263021d246 100644
GIT binary patch
delta 31
mcmexAiR1qyjtzl~9Hr^`#zuK2$<2|B?U9U(+anp7)HndZh6(Zj

delta 31
mcmexAiR1qyjtzl~9BH{GmC0rnmCcci?U9U(+anp7)Hndae+mZx

diff --git a/CADET-Match/v0.8.15/.doctrees/environment.pickle b/CADET-Match/v0.8.15/.doctrees/environment.pickle
index 4ab7c4878b2b119500b69d2282e7f5d3a3a45655..8d6a5e72817ec799729ee1867589dc65355462f5 100644
GIT binary patch
delta 3926
zcmcImeQaCR756PkUiuM8n&vyHoy1OKC(VoVNs(v*RYO*rc3!@T+mP69l85u0)NXNs
z5?Hr}=eZ@#@upF<wc{fSYiQCwXbBx{r)jAW0;Wp9w4rGTkProt@*yS-s-1IRMxOcK
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iyJ^z~Z!Od%_SN^i+7)-T)lXmj>t5DyVZNA!+5Z4y^5p^m

delta 3926
zcmcImdr*{B6yFbl4^tEbK_Fsb7v0@}k40G2DWMz*UDAlxnu`d#%j0X=RatZCMWZF|
zwkmR{Da}VOqR9gNO2sCJYNTnJvYJWLoXY9(hxWj!rlyC}Irn0G+yDCq=lp*6etYll
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zMHGuA9(D4>)TEG6heAiOL`ShiN2f$bu|!9)L`VGy9W^6#qzfIz5?vv@eXMFVB`d(z
z53p1P*y;hccz~@PU`q$s$^o`;fUO%~%Ldr00k&vBE>!HtJpw+rADk!_Ed8Uof&}wN
z+vl*ZSv^am**+lGqLVFfXf$OW2@1tIydEDmpsoR&w9%vlAB`4A_UP+QHiTVr<?_kX
NtwO=^k!-;){0jik+#Ub`

diff --git a/CADET-Match/v0.8.15/.doctrees/index.doctree b/CADET-Match/v0.8.15/.doctrees/index.doctree
index 6aa4aad166c702009e9ab0077406445c34b993eb..bd75c4ecf5d24e9bc4ef3946eb752ed2a0652c20 100644
GIT binary patch
delta 21
ccmdn*x8HAr5+g@xdcLtyo=Ng%Ek;o_09L{V!~g&Q

delta 21
ccmdn*x8HAr5+g@iu1RIGnMLJhEk;o_09O+R*#H0l

diff --git a/CADET-Match/v0.8.15/.doctrees/install/index.doctree b/CADET-Match/v0.8.15/.doctrees/install/index.doctree
index 32e971a2f5696ab13a4140a5ef0c797d4d26119c..fcd6922a4878ab91a617508285aab64edfc87faa 100644
GIT binary patch
delta 21
ccmexp@zG*~0wYIhdcLtyo=Ng%4MtCC09%6xApigX

delta 21
ccmexp@zG*~0wYISu1RIGnMLJh4MtCC09(`tHUIzs

diff --git a/CADET-Match/v0.8.15/.doctrees/license.doctree b/CADET-Match/v0.8.15/.doctrees/license.doctree
index e5ecc347c228bbfff9cbe99965b9ef623ece7750..fd985a7d445093c2d5df80e78f2ba1f96f9f78ab 100644
GIT binary patch
delta 27
icmZqP$<n-&WrHsxM`?P#u~D8$a&su-_E1JfJ!t@jcL;0%

delta 27
icmZqP$<n-&WrHsxM_R5)WwMz?WpgOw_E1JfJ!t@k90-8`

diff --git a/CADET-Match/v0.8.16/.buildinfo b/CADET-Match/v0.8.16/.buildinfo
index c6f9dff6d..76a2d0fc2 100644
--- a/CADET-Match/v0.8.16/.buildinfo
+++ b/CADET-Match/v0.8.16/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 68d63b8b0c955244c00b8134cd2f81a7
+config: adc2aeb93ded9deded7087778c2998ec
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CADET-Match/v0.8.16/.doctrees/cli/examples.doctree b/CADET-Match/v0.8.16/.doctrees/cli/examples.doctree
index d628e5ecfbb4080796313b5fb33fa24bccdb38db..801f0e549c6cbac5c0cba3956377495f024591ef 100644
GIT binary patch
delta 21
ccmccZdE0YCIwMDEdcLtyo=NiNe8wDQ0AO<m&;S4c

delta 21
ccmccZdE0YCIwMC~u1RIGnMLL1e8wDQ0AR!i<p2Nx

diff --git a/CADET-Match/v0.8.16/.doctrees/cli/index.doctree b/CADET-Match/v0.8.16/.doctrees/cli/index.doctree
index f3528f9b0fbfeabc6b7e3865a3a2356ab17fa310..e8819ea8617942bf53421aaaa444718b33e6e180 100644
GIT binary patch
delta 21
ccmewn^&@J7FC#~3dcLtyo=NiNP)21P0A%n7xBvhE

delta 21
ccmewn^&@J7FC#}<u1RIGnMLL1P)21P0A)c3%>V!Z

diff --git a/CADET-Match/v0.8.16/.doctrees/configuration/basic_config.doctree b/CADET-Match/v0.8.16/.doctrees/configuration/basic_config.doctree
index 30b5901d5f7684e0e81afbf8d05a511b16ce525c..e39479a4f79166a60c06a01623687f82c802235a 100644
GIT binary patch
delta 21
ccmcbTa3x_wC?iK{dcLtyo=NiNSjO*q0AhX!VgLXD

delta 21
ccmcbTa3x_wC?iK&u1RIGnMLL1SjO*q0AkMwcK`qY

diff --git a/CADET-Match/v0.8.16/.doctrees/configuration/error.doctree b/CADET-Match/v0.8.16/.doctrees/configuration/error.doctree
index fd9efc315d36438a4bbbe162a3dcb0474e6e52f3..325df44f3f77f26287da02f01b20d6041ded4476 100644
GIT binary patch
delta 23
ecmZ47z__@9aYHmCM`?P#u~D8$^5$g519kvoLI@`S

delta 23
ecmZ47z__@9aYHmCM_R5)WwMz?<>q9@19kvolL$Nj

diff --git a/CADET-Match/v0.8.16/.doctrees/configuration/experiments.doctree b/CADET-Match/v0.8.16/.doctrees/configuration/experiments.doctree
index 227c2a01c8fc18672da31dd1ee848b08e7f002c2..1e6fa1f61a0b6dc030c9bcb2fe6c792ddc962b55 100644
GIT binary patch
delta 21
ccmaDE^)hNhC?iK{dcLtyo=NiNSVkTl0AmUVlK=n!

delta 21
ccmaDE^)hNhC?iK&u1RIGnMLL1SVkTl0ApJRr~m)}

diff --git a/CADET-Match/v0.8.16/.doctrees/configuration/graphing.doctree b/CADET-Match/v0.8.16/.doctrees/configuration/graphing.doctree
index 6d8ef988e668503eb36584989fc9b118be50e8fe..642d348bfc8cd0b6a39d877aec4ffdb069c17a16 100644
GIT binary patch
delta 21
ccmdmDvBhG8KO;wJdcLtyo=NiNaK^h*09MWim;e9(

delta 21
ccmdmDvBhG8KO;w4u1RIGnMLL1aK^h*09PLetpET3

diff --git a/CADET-Match/v0.8.16/.doctrees/configuration/index.doctree b/CADET-Match/v0.8.16/.doctrees/configuration/index.doctree
index 102e5cf86063599268812a69186023716a3d87c4..6b425e7b151e55764da956ceb86297fc92018d08 100644
GIT binary patch
delta 21
ccmZp+Y_{B>!^lyZo^NcFXOg_xgwbCb084cSWdHyG

delta 21
ccmZp+Y_{B>!^n}AYf_nPW>LA>gwbCb087ROdH?_b

diff --git a/CADET-Match/v0.8.16/.doctrees/configuration/misc.doctree b/CADET-Match/v0.8.16/.doctrees/configuration/misc.doctree
index ea84a96f7aadf8d9d904842a0fdad7e50216e609..6403826fd0b300df98c10618300dd8eb593c0e80 100644
GIT binary patch
delta 21
ccmdlPvomHxBqK*@dcLtyo=NiNM8+FB0A0Qa3jhEB

delta 21
ccmdlPvomHxBqK*!u1RIGnMLL1M8+FB0A3FWAOHXW

diff --git a/CADET-Match/v0.8.16/.doctrees/configuration/scores.doctree b/CADET-Match/v0.8.16/.doctrees/configuration/scores.doctree
index fb0924fbe8da7f51e3ea95d629a5680b580d751b..e2916dfc6a81755c34340d68ccb887543e60b428 100644
GIT binary patch
delta 27
icmZqr&D!*vb%Qq}M`?P#u~D8$a&s`__FzUv{Tcw1HVI4s

delta 27
icmZqr&D!*vb%Qq}M_R5)WwMz?Wpgm&_FzUv{Tcw1+X-O+

diff --git a/CADET-Match/v0.8.16/.doctrees/configuration/search.doctree b/CADET-Match/v0.8.16/.doctrees/configuration/search.doctree
index d71e852e4aa4282d0682113633ee10d9d784564b..281c732fe765d6bbb765951a7c46aaa072139a3c 100644
GIT binary patch
delta 27
jcmZ2@jb-6AmJQyF9Hr^`#zuK2$<4ux+k+Vy&uIbxlL`rn

delta 27
jcmZ2@jb-6AmJQyF9BH{GmC0rnmCeD7+k+Vy&uIbxldlP%

diff --git a/CADET-Match/v0.8.16/.doctrees/configuration/transform.doctree b/CADET-Match/v0.8.16/.doctrees/configuration/transform.doctree
index 6260836fde8e7006719f547aea6cd54c7f5f253e..a1268391348287bd1a2bf504890ea8f95506dd99 100644
GIT binary patch
delta 31
mcmexAiR1qyjtzl~9Hr^`#zuK2$<2|B?U9U(+anp7)HndZh6(Zj

delta 31
mcmexAiR1qyjtzl~9BH{GmC0rnmCcci?U9U(+anp7)Hndae+mZx

diff --git a/CADET-Match/v0.8.16/.doctrees/environment.pickle b/CADET-Match/v0.8.16/.doctrees/environment.pickle
index a80cf6d44f0cfbe2e38e6b9a45b6966b6c831dd4..aacef5d90564ba34a3907bbec0516feda9d2146b 100644
GIT binary patch
delta 3873
zcmcImZA?>V6y|E-;s;V>d|F0<3({ICrBH^+wBk@knT~-_1*}jia4l`IMR960bBgV{
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delta 3846
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r-K0mj{GEQ@I1{@Ud_P<g-a~G<R5wx4wEsN5^vz~w{)GWK)5iP{o&CBz

diff --git a/CADET-Match/v0.8.16/.doctrees/index.doctree b/CADET-Match/v0.8.16/.doctrees/index.doctree
index 25bcb48e4f5984cd5fc330fb8d8a005ac55fadc9..a4aff94a91ed2896590ce8b1458a1ca337612b89 100644
GIT binary patch
delta 21
ccmdn*x8HAr5+g@xdcLtyo=Ng%Ek;o_09L{V!~g&Q

delta 21
ccmdn*x8HAr5+g@iu1RIGnMLJhEk;o_09O+R*#H0l

diff --git a/CADET-Match/v0.8.16/.doctrees/install/index.doctree b/CADET-Match/v0.8.16/.doctrees/install/index.doctree
index 2cbe0b89f4854f8b0a8ebb499328ee1b515a3b9a..9d96c2202ad3d9af12c643293ca6ba168f5dafdc 100644
GIT binary patch
delta 21
ccmexp@zG*~0wYIhdcLtyo=Ng%4MtCC09%6xApigX

delta 21
ccmexp@zG*~0wYISu1RIGnMLJh4MtCC09(`tHUIzs

diff --git a/CADET-Match/v0.8.16/.doctrees/license.doctree b/CADET-Match/v0.8.16/.doctrees/license.doctree
index b8e28ff1d12c9707018a35c24f1fe9d3df5bc395..f6922306fe98fb268db48b52ddaabfbad4c53254 100644
GIT binary patch
delta 27
icmZqP$<n-&WrHsxM`?P#u~D8$a&su-_E1JfJ!t@jcL;0%

delta 27
icmZqP$<n-&WrHsxM_R5)WwMz?WpgOw_E1JfJ!t@k90-8`

diff --git a/CADET-Match/v0.8.7/.buildinfo b/CADET-Match/v0.8.7/.buildinfo
index a3027c125..89bfb4f30 100644
--- a/CADET-Match/v0.8.7/.buildinfo
+++ b/CADET-Match/v0.8.7/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 7824c19efa45a169271db6bb98ab9ac9
+config: 785db0a0a66f0ef2f4feb045b7a7008b
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CADET-Match/v0.8.7/.doctrees/cli/examples.doctree b/CADET-Match/v0.8.7/.doctrees/cli/examples.doctree
index 58a75e09edb2711c1dbae501864cbff096c1318a..c08864c464b41181c9c565b41aaffed19bb55c1d 100644
GIT binary patch
delta 21
ccmccZdE0YCIwMDEdcLtyo=NiNe8wDQ0AO<m&;S4c

delta 21
ccmccZdE0YCIwMC~u1RIGnMLL1e8wDQ0AR!i<p2Nx

diff --git a/CADET-Match/v0.8.7/.doctrees/cli/index.doctree b/CADET-Match/v0.8.7/.doctrees/cli/index.doctree
index 4409458fbe3cb918f1de9f32a90d852f5c197a72..b6477d8dba54542bd1b950eeb7f88b851a408ea9 100644
GIT binary patch
delta 21
ccmewn^&@J7FC#~3dcLtyo=NiNP)21P0A%n7xBvhE

delta 21
ccmewn^&@J7FC#}<u1RIGnMLL1P)21P0A)c3%>V!Z

diff --git a/CADET-Match/v0.8.7/.doctrees/configuration/basic_config.doctree b/CADET-Match/v0.8.7/.doctrees/configuration/basic_config.doctree
index b083c5f885ccb2431c3941a50e824e1c68c43b8c..b69a51e1c0707a264b30570cf479589233efd87d 100644
GIT binary patch
delta 21
ccmcbTa3x_wC?iK{dcLtyo=NiNSjO*q0AhX!VgLXD

delta 21
ccmcbTa3x_wC?iK&u1RIGnMLL1SjO*q0AkMwcK`qY

diff --git a/CADET-Match/v0.8.7/.doctrees/configuration/error.doctree b/CADET-Match/v0.8.7/.doctrees/configuration/error.doctree
index e6f50924dffccfc637377a9cfb0c516a73d6bd8a..e6415152089244b929de9a96979616943d4d8c01 100644
GIT binary patch
delta 23
ecmZ47z__@9aYHmCM`?P#u~D8$^5$g519kvoLI@`S

delta 23
ecmZ47z__@9aYHmCM_R5)WwMz?<>q9@19kvolL$Nj

diff --git a/CADET-Match/v0.8.7/.doctrees/configuration/experiments.doctree b/CADET-Match/v0.8.7/.doctrees/configuration/experiments.doctree
index ef39b64d4572c56258b71597f57d63ddd73def54..c87e4a252b2a3b0018e783ff55ad637f8a32e038 100644
GIT binary patch
delta 21
ccmaDE^)hNhC?iK{dcLtyo=NiNSVkTl0AmUVlK=n!

delta 21
ccmaDE^)hNhC?iK&u1RIGnMLL1SVkTl0ApJRr~m)}

diff --git a/CADET-Match/v0.8.7/.doctrees/configuration/graphing.doctree b/CADET-Match/v0.8.7/.doctrees/configuration/graphing.doctree
index 18df9ac9d6367239a5615484982bd5fa27d4ade4..138e13c28d3eeaca778bb1ab69160e43e5f9bbde 100644
GIT binary patch
delta 21
ccmdmDvBhG8KO;wJdcLtyo=NiNaK^h*09MWim;e9(

delta 21
ccmdmDvBhG8KO;w4u1RIGnMLL1aK^h*09PLetpET3

diff --git a/CADET-Match/v0.8.7/.doctrees/configuration/index.doctree b/CADET-Match/v0.8.7/.doctrees/configuration/index.doctree
index d7e344bd4f6b725f20003e30ee680a5d7f7fbae5..fd87ee210ab8550e03b7566bbad97fd9b9e7a973 100644
GIT binary patch
delta 21
ccmZp+Y_{B>!^lyZo^NcFXOg_xgwbCb084cSWdHyG

delta 21
ccmZp+Y_{B>!^n}AYf_nPW>LA>gwbCb087ROdH?_b

diff --git a/CADET-Match/v0.8.7/.doctrees/configuration/misc.doctree b/CADET-Match/v0.8.7/.doctrees/configuration/misc.doctree
index cfdd15d7ba70536250d5becb1670364d764d5a9d..65dd876ab7c6e1120933f95a584cbfd9c5ee4ddb 100644
GIT binary patch
delta 21
ccmdlPvomHxBqK*@dcLtyo=NiNM8+FB0A0Qa3jhEB

delta 21
ccmdlPvomHxBqK*!u1RIGnMLL1M8+FB0A3FWAOHXW

diff --git a/CADET-Match/v0.8.7/.doctrees/configuration/scores.doctree b/CADET-Match/v0.8.7/.doctrees/configuration/scores.doctree
index 4d8c598f095ab522edf9be7a662126e52efb429b..7c4fc1b9281f99f1fa281914baa04a0867f10ed0 100644
GIT binary patch
delta 27
icmZqr&D!*vb%Qq}M`?P#u~D8$a&s`__FzUv{Tcw1HVI4s

delta 27
icmZqr&D!*vb%Qq}M_R5)WwMz?Wpgm&_FzUv{Tcw1+X-O+

diff --git a/CADET-Match/v0.8.7/.doctrees/configuration/search.doctree b/CADET-Match/v0.8.7/.doctrees/configuration/search.doctree
index a869a7da4ad946d9080b2a2885b88f6406abf934..4c6a2bb2409780443445bc0e6bbb0394462ad0bc 100644
GIT binary patch
delta 27
jcmZ2@jb-6AmJQyF9Hr^`#zuK2$<4ux+k+Vy&uIbxlL`rn

delta 27
jcmZ2@jb-6AmJQyF9BH{GmC0rnmCeD7+k+Vy&uIbxldlP%

diff --git a/CADET-Match/v0.8.7/.doctrees/configuration/transform.doctree b/CADET-Match/v0.8.7/.doctrees/configuration/transform.doctree
index f2b58b2779dfbe7fb9b42fef63bf2b0c00a525f7..5041a24944f05cbcffd2d37d32091fcfb7cf8476 100644
GIT binary patch
delta 31
mcmexAiR1qyjtzl~9Hr^`#zuK2$<2|B?U9U(+anp7)HndZh6(Zj

delta 31
mcmexAiR1qyjtzl~9BH{GmC0rnmCcci?U9U(+anp7)Hndae+mZx

diff --git a/CADET-Match/v0.8.7/.doctrees/environment.pickle b/CADET-Match/v0.8.7/.doctrees/environment.pickle
index 412b45120fafa268acb955651812a1913c437037..c44913c9d6f0eeb38431b0b536b8efb871fda6d8 100644
GIT binary patch
delta 3813
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delta 3861
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diff --git a/CADET-Match/v0.8.7/.doctrees/index.doctree b/CADET-Match/v0.8.7/.doctrees/index.doctree
index 096aee732c119f664020e6a30dc41f9f6029014b..9031647ce9567221dc4993863b89117fad246032 100644
GIT binary patch
delta 21
ccmdn*x8HAr5+g@xdcLtyo=Ng%Ek;o_09L{V!~g&Q

delta 21
ccmdn*x8HAr5+g@iu1RIGnMLJhEk;o_09O+R*#H0l

diff --git a/CADET-Match/v0.8.7/.doctrees/install/index.doctree b/CADET-Match/v0.8.7/.doctrees/install/index.doctree
index f5f1ca66d38adb777c58410676d887b3da20f5ee..be4918cfc0c269a7f4df57de4655705b9b854a56 100644
GIT binary patch
delta 21
ccmexp@zG*~0wYIhdcLtyo=Ng%4MtCC09%6xApigX

delta 21
ccmexp@zG*~0wYISu1RIGnMLJh4MtCC09(`tHUIzs

diff --git a/CADET-Match/v0.8.7/.doctrees/license.doctree b/CADET-Match/v0.8.7/.doctrees/license.doctree
index 0f5af1ecced0f016e8c712e62b7f56ff2d315659..b9446a18797ff09f43489e084fda11da38cd5018 100644
GIT binary patch
delta 27
icmZqP$<n-&WrHsxM`?P#u~D8$a&su-_E1JfJ!t@jcL;0%

delta 27
icmZqP$<n-&WrHsxM_R5)WwMz?WpgOw_E1JfJ!t@k90-8`

diff --git a/chore/developer_guide/.buildinfo b/chore/developer_guide/.buildinfo
index 95ef9d755..6d1ee0a1c 100644
--- a/chore/developer_guide/.buildinfo
+++ b/chore/developer_guide/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 1e5fc540ed549b7fb1f1c6f07b79d845
+config: 6ae5202bddce09709688ff42679cf3ee
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/chore/developer_guide/.doctrees/README.doctree b/chore/developer_guide/.doctrees/README.doctree
index 94b74c29be6dbf6360a37242242c4b4203e60bb0..fbfa2672c50f6f600b5c54367b60d8f36d88c664 100644
GIT binary patch
delta 21
ccmcbnaZO`GA|pp;fvIUud`iaVOvblD09&L84FCWD

delta 21
ccmcbnaZO`GA|r=UMOKz+rMda$OvblD09q0U%>V!Z

diff --git a/chore/developer_guide/.doctrees/developer_guide/build_options.doctree b/chore/developer_guide/.doctrees/developer_guide/build_options.doctree
index 02b5096b2f2af72275711568410d1da271ab333f..443865b6f77f173a51c07ab38b2ee10c0cce1469 100644
GIT binary patch
delta 23
ecmcb)obl#z#tj~f9GL~CraAE`8JhzbJA(jmBM7|!

delta 23
ecmcb)obl#z#tj~f97YvcS*Dfd=9>c;JA(jkkqCVN

diff --git a/chore/developer_guide/.doctrees/developer_guide/cadet_core_architecture.doctree b/chore/developer_guide/.doctrees/developer_guide/cadet_core_architecture.doctree
index 828b66fc7464815b22002b0b950162936492f998..e0c7323eb81a6393f1fad19e94eeff3ac08b0fef 100644
GIT binary patch
delta 23
fcmbO{hiUR0rVTNS9GL~CraAE`8JklW*Y^MbW!ng)

delta 23
fcmbO{hiUR0rVTNS97YvcS*Dfd=9^O(*Y^MbWJw5R

diff --git a/chore/developer_guide/.doctrees/developer_guide/debugging.doctree b/chore/developer_guide/.doctrees/developer_guide/debugging.doctree
index 190d12dcb15aabc103d89b6bc76fbd4d91353281..10a6428fa97e76529468a5d719ef47d14cca174a 100644
GIT binary patch
delta 39
ncmaE-`A&0#10zRffvIUud`iY-X>PmCZH&E~aFNZ@+?P2483zqu

delta 39
ncmaE-`A&0#10#n~MOKz+rMdZJX>PmCZH&E~aFNZ@+?P245n~MC

diff --git a/chore/developer_guide/.doctrees/developer_guide/index.doctree b/chore/developer_guide/.doctrees/developer_guide/index.doctree
index f21bb15822c0c81afdd9acb68942bc6dd2f3569a..02ebb727076ff79cf5620ec8439846777e7eb19c 100644
GIT binary patch
delta 21
ccmbPXI>U5>0V79dfvIUud`iY<3&sRV08aY`!vFvP

delta 21
ccmbPXI>U5>0V9V|MOKz+rMdZL3&sRV08MEIg8%>k

diff --git a/chore/developer_guide/.doctrees/developer_guide/model_expansion.doctree b/chore/developer_guide/.doctrees/developer_guide/model_expansion.doctree
index c4c2fec625c516ae8c91d3dbc573aa969d03996d..1af805d084ae386024d737a7a0e703b6143ed056 100644
GIT binary patch
delta 23
fcmcb#o$1ncrVR#+9GL~CraAE`8JjH_XUzftaW@G1

delta 23
fcmcb#o$1ncrVR#+97YvcS*Dfd=9?`TXUzftZ>0#j

diff --git a/chore/developer_guide/.doctrees/developer_guide/testing.doctree b/chore/developer_guide/.doctrees/developer_guide/testing.doctree
index a0373e348b23b87209714f83c4ba4867962238bc..29d15aa0f043ecc7ce0967ab09177e476e983d51 100644
GIT binary patch
delta 23
ecmX^8hVk?p#tk-%9GL~CraAE`8Jk@g*-HU<1qieN

delta 23
ecmX^8hVk?p#tk-%97YvcS*Dfd=9^s@*-HU-a|m<*

diff --git a/chore/developer_guide/.doctrees/environment.pickle b/chore/developer_guide/.doctrees/environment.pickle
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GIT binary patch
delta 23926
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diff --git a/chore/developer_guide/.doctrees/examples/batch_chromatography.doctree b/chore/developer_guide/.doctrees/examples/batch_chromatography.doctree
index 35a7e454a97fab2a454949352f916ef089c3bf69..f841dd7721b192093e68c666a830b3ea80427a11 100644
GIT binary patch
delta 21
ccmcaDd|P-!8Y4$$fvIUud`iaVJjPrO09dF8Z2$lO

delta 21
ccmcaDd|P-!8Y72MMOKz+rMda$JjPrO09O_VEdT%j

diff --git a/chore/developer_guide/.doctrees/examples/index.doctree b/chore/developer_guide/.doctrees/examples/index.doctree
index d0bb57d09968fe8d0f0eb08e0337d0180c91c121..8ea1809125d589fcbb2d298d8d98355b04fccd7a 100644
GIT binary patch
delta 21
ccmca3b4O-_5+g@ufvIUud`iY<Ek+|=090iL!vFvP

delta 21
ccmca3b4O-_5+jFEMOKz+rMdZLEk+|=08-Nig8%>k

diff --git a/chore/developer_guide/.doctrees/examples/load_wash_elute.doctree b/chore/developer_guide/.doctrees/examples/load_wash_elute.doctree
index 6e0b1fcebadbf9b9ec25d765fe63aa2037ea8a74..0eb3fbb1c482f96b677ce9ffb6abe64fe26e2d1d 100644
GIT binary patch
delta 21
ccmX>kd`Ngh3?oNofvIUud`iaV6vj9X08`or7ytkO

delta 21
ccmX>kd`Ngh3?qk8MOKz+rMda$6vj9X08&T>*Z=?k

diff --git a/chore/developer_guide/.doctrees/examples/reaction_cstr.doctree b/chore/developer_guide/.doctrees/examples/reaction_cstr.doctree
index 49170f3d27b1d8562df9988f9810e860dda9e163..b525b6fb4aa9eca29875776f17ee4b848e6e7e5d 100644
GIT binary patch
delta 21
ccmX>jd`5Uf5+g@ufvIUud`iaVEXE`b09EP-JOBUy

delta 21
ccmX>jd`5Uf5+jFEMOKz+rMda$EXE`b09058`~Uy|

diff --git a/chore/developer_guide/.doctrees/examples/rtd.doctree b/chore/developer_guide/.doctrees/examples/rtd.doctree
index dc7e4c72e22942555714ee776c4ac7242e5e2fee..8be76b1580519ace4473d680ffea14c4721fe9ae 100644
GIT binary patch
delta 21
ccmaDQ{7QI386!t#fvIUud`iaVI>sCh09-x?ssI20

delta 21
ccmaDQ{7QI386$^LMOKz+rMda$I>sCh09vdEY5)KL

diff --git a/chore/developer_guide/.doctrees/getting_started/build_linux.doctree b/chore/developer_guide/.doctrees/getting_started/build_linux.doctree
index 3f75c39d4226be20a51878707b72e92d0a41bd62..c7a7010a06ab1d9f5064c6cbcc5b9ea8c68fc0f0 100644
GIT binary patch
delta 7006
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diff --git a/chore/developer_guide/.doctrees/getting_started/build_osx.doctree b/chore/developer_guide/.doctrees/getting_started/build_osx.doctree
index 862113976fcea5d1e6ebd4f523b47777680ce223..7ada29d9cda85c71e9571bd06d21272b9a211311 100644
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diff --git a/chore/developer_guide/.doctrees/getting_started/build_windows.doctree b/chore/developer_guide/.doctrees/getting_started/build_windows.doctree
index 992661d117e3fde6c2b0d42893e027a2a60754bd..905e68728469d267394c247d4d39e4e2e405eb6c 100644
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diff --git a/chore/developer_guide/.doctrees/getting_started/index.doctree b/chore/developer_guide/.doctrees/getting_started/index.doctree
index 5a0656397502e8a3fdd28845c15a61125888df69..e3318e51acca44da8f03ec330581529a39763273 100644
GIT binary patch
delta 21
ccmeBG=vCNYz{rtVU}~BZpOUfJg7GRJ080c0?EnA(

delta 21
ccmeBG=vCNYz{p`#k(FgyX>PvRg7GRJ07-HNtpET3

diff --git a/chore/developer_guide/.doctrees/getting_started/installation.doctree b/chore/developer_guide/.doctrees/getting_started/installation.doctree
index 542af0c817c6265321d1f5e7aede4e26f098596e..3e2d272c0f4f824b5cb81c5ad33e095e6bfcfdaf 100644
GIT binary patch
delta 21
ccmX?_bu?>(79&SyfvIUud`iY<BSv8p09@(^NdN!<

delta 21
ccmX?_bu?>(79)pIMOKz+rMdZLBSv8p09#lG2><{9

diff --git a/chore/developer_guide/.doctrees/getting_started/overview.doctree b/chore/developer_guide/.doctrees/getting_started/overview.doctree
index 2108cf390de0c44e180fded408f1b2fd146c2a71..df031a5222b557f379bf6ee65ad4c089af335776 100644
GIT binary patch
delta 21
ccmeyK^gU^V5+g@ufvIUud`iY<Ek<7h0ApGQ!vFvP

delta 21
ccmeyK^gU^V5+jFEMOKz+rMdZLEk<7h0Aa`ng8%>k

diff --git a/chore/developer_guide/.doctrees/getting_started/tutorials/breakthrough.doctree b/chore/developer_guide/.doctrees/getting_started/tutorials/breakthrough.doctree
index 15ad1eb14fd20029398303025b3aad7f20274f5c..e03f585af75016ef63ab2197550ac15da8bebb8d 100644
GIT binary patch
delta 329
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delta 329
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diff --git a/chore/developer_guide/.doctrees/index.doctree b/chore/developer_guide/.doctrees/index.doctree
index 5e3e19710b062574325d1acf9f5d5c8bb13758a0..27834c834ed8f27a1021b07ef42e633afcbae662 100644
GIT binary patch
delta 23
ecmeA;&e(CBaf1>gM`nSkX-<4f#%3+XxFi5&Y6tWH

delta 23
ecmeA;&e(CBaf1>ghfzgVmT9HA`DQJ~xFi5$*ax%#

diff --git a/chore/developer_guide/.doctrees/interface/binding/bi_steric_mass_action.doctree b/chore/developer_guide/.doctrees/interface/binding/bi_steric_mass_action.doctree
index e8fa9041c0c5b5327165c651fccc3e67d8a078d4..2092b35260b853284d98156fbc3095d8499190cd 100644
GIT binary patch
delta 23
ecmex$f$`S`#tmMK9GL~CraAE`8JmL`HPQimx(NvY

delta 23
ecmex$f$`S`#tmMK97YvcS*Dfd=9_~UHPQilC<w^_

diff --git a/chore/developer_guide/.doctrees/interface/binding/extended_mobile_phase_modulator_langmuir.doctree b/chore/developer_guide/.doctrees/interface/binding/extended_mobile_phase_modulator_langmuir.doctree
index c1078c8b243638a5b82b1d307c3808e0ade25d0f..1ab95fd85381a90744ae2a7b7cb5fde4367f167e 100644
GIT binary patch
delta 23
ecmbQfo^kqm#tj9G9GL~CraAE`8JjB@<--7Jr3f<s

delta 23
ecmbQfo^kqm#tj9G97YvcS*Dfd=9?=R<--7I69@AE

diff --git a/chore/developer_guide/.doctrees/interface/binding/freundlich_ldf.doctree b/chore/developer_guide/.doctrees/interface/binding/freundlich_ldf.doctree
index 5ec8452a18067a9969ae9de63b792b0d4b103810..07fdb64748ec77038f824c0339d55e837d826049 100644
GIT binary patch
delta 21
ccmcbgbw6u^4I@WpfvIUud`iY<7e;9l0Ag|nsQ>@~

delta 21
ccmcbgbw6u^4I_t9MOKz+rMdZL7e;9l0ASz;X#fBK

diff --git a/chore/developer_guide/.doctrees/interface/binding/generalized_ion_exchange.doctree b/chore/developer_guide/.doctrees/interface/binding/generalized_ion_exchange.doctree
index 02c38dd9b26b592fce43ee0d335673a0f0952056..ecf8151beedc9dee46d7e89e956f6cb167068b3c 100644
GIT binary patch
delta 23
ecmeCa#ngR^X+r=bM`nSkX-<4f#^wmd&8q=zs0kbZ

delta 23
ecmeCa#ngR^X+r=bhfzgVmT9HA`Q`}5&8q=y76{w`

diff --git a/chore/developer_guide/.doctrees/interface/binding/hic_constant_water_activity.doctree b/chore/developer_guide/.doctrees/interface/binding/hic_constant_water_activity.doctree
index 48c2b861f04b412003bb47b1f17cfb3065781f89..05b82f5b0086232f90b8f46ab3dc2c8dd4d5a722 100644
GIT binary patch
delta 23
ecmcbyobkqT#tmVN9GL~CraAE`8Jpu6tAYS=@(9QP

delta 23
ecmcbyobkqT#tmVN97YvcS*Dfd=9}XftAYS<U<il+

diff --git a/chore/developer_guide/.doctrees/interface/binding/hic_water_on_hydrophobic_surfaces.doctree b/chore/developer_guide/.doctrees/interface/binding/hic_water_on_hydrophobic_surfaces.doctree
index afe35cd59a3ab46778367ae31028da5aca00c307..a999050b90d430b0cca9a7b547e39745ce5c0311 100644
GIT binary patch
delta 23
fcmdn7f^o+R#tlh~9GL~CraAE`8Jn{h&jkShZc_;M

delta 23
fcmdn7f^o+R#tlh~97YvcS*Dfd=9{w^&jkShY{3Y&

diff --git a/chore/developer_guide/.doctrees/interface/binding/index.doctree b/chore/developer_guide/.doctrees/interface/binding/index.doctree
index 821e0f9305042a2825e688e1daaeb28f2577755e..cb321018108cdc0e27878edccfa204f3e3d14906 100644
GIT binary patch
delta 21
ccmcavb+c-N79&SyfvIUud`iY<BSv)_0AiX4tpET3

delta 21
ccmcavb+c-N79)pIMOKz+rMdZLBSv)_0AUCRZ2$lO

diff --git a/chore/developer_guide/.doctrees/interface/binding/linear.doctree b/chore/developer_guide/.doctrees/interface/binding/linear.doctree
index 8b80f9289d21cfe8b311717b55001268d92176c9..45648dcbf9ce1f5a08f8e967638f05cd5dc5466c 100644
GIT binary patch
delta 21
ccmdlMu`ObQ4kJfqfvIUud`iY<6GkR&09WG%@c;k-

delta 21
ccmdlMu`ObQ4kL$AMOKz+rMdZL6GkR&09H{3u>b%7

diff --git a/chore/developer_guide/.doctrees/interface/binding/mobile_phase_modulator_langmuir.doctree b/chore/developer_guide/.doctrees/interface/binding/mobile_phase_modulator_langmuir.doctree
index 00c4123cd6ec51ad2c13467e8f079b5faa1313d0..f8c19af4b0254a4fce9afa3cf14ab3ecedd1275c 100644
GIT binary patch
delta 23
ecmX>-nep^w#tm_d9GL~CraAE`8Jp7>Q#}A|`v`Xc

delta 23
ecmX>-nep^w#tm_d97YvcS*Dfd=9|+PQ#}A{X$Us}

diff --git a/chore/developer_guide/.doctrees/interface/binding/multi_component_anti_langmuir.doctree b/chore/developer_guide/.doctrees/interface/binding/multi_component_anti_langmuir.doctree
index b213565eb082945f6eb8812d65a16e17f2c2929a..0ae64203c99870a16d7a5ed3740249e0e30450b2 100644
GIT binary patch
delta 21
ccmcayce!pu6eCAwfvIUud`iaVB*u@n0B4s7)Bpeg

delta 21
ccmcayce!pu6eEXGMOKz+rMda$B*u@n0A>XUlmGw#

diff --git a/chore/developer_guide/.doctrees/interface/binding/multi_component_bi_langmuir.doctree b/chore/developer_guide/.doctrees/interface/binding/multi_component_bi_langmuir.doctree
index 49fe399a9712352f8d918e2eec0abecd308ba04a..9f7c2119a7810259394415cf59a16c009dc2bd18 100644
GIT binary patch
delta 21
ccmexX`mJ<B7$Zk!fvIUud`iaVIK~;40BW-cqW}N^

delta 21
ccmexX`mJ<B7$b*KMOKz+rMda$IK~;40BIozV*mgE

diff --git a/chore/developer_guide/.doctrees/interface/binding/multi_component_bi_langmuir_ldf.doctree b/chore/developer_guide/.doctrees/interface/binding/multi_component_bi_langmuir_ldf.doctree
index fecab720c08acfe22c73aeb6f60cde59094858aa..c7bee10df4d276662663bcbcda4f022fb42c7c8d 100644
GIT binary patch
delta 21
ccmaD;_NHt@93w|&fvIUud`iaVG)6Wn0BFVt5C8xG

delta 21
ccmaD;_NHt@93zKOMOKz+rMda$G)6Wn0B1A@&;S4c

diff --git a/chore/developer_guide/.doctrees/interface/binding/multi_component_colloidal.doctree b/chore/developer_guide/.doctrees/interface/binding/multi_component_colloidal.doctree
index e1469801c349e4b7cb44ab09c44ef48b65f6ef75..2888f80f2a64a422ebc0f7d334ae7ff82f08649e 100644
GIT binary patch
delta 23
fcmbO{jd}7k<_$rN9GL~CraAE`8JnXRcb)_QWR(cc

delta 23
fcmbO{jd}7k<_$rN97YvcS*Dfd=9{A!cb)_QV*?0|

diff --git a/chore/developer_guide/.doctrees/interface/binding/multi_component_langmuir.doctree b/chore/developer_guide/.doctrees/interface/binding/multi_component_langmuir.doctree
index 7c7841f0eae3c8969078a9b5443bef2b6b37a928..79b573bb93aa69f587ad34f4363928bc2fdda415 100644
GIT binary patch
delta 21
ccmeyD{V#h%03%0cfvIUud`iaV2*zb50BRNpoB#j-

delta 21
ccmeyD{V#h%03(M{MOKz+rMda$2*zb50BD2=TmS$7

diff --git a/chore/developer_guide/.doctrees/interface/binding/multi_component_langmuir_ldf.doctree b/chore/developer_guide/.doctrees/interface/binding/multi_component_langmuir_ldf.doctree
index 81c7760ec938edbdd44fddf2c6ed047a59fc52ec..f77fe6c1530ee2ed3d201ec889bf3214395c7e9e 100644
GIT binary patch
delta 21
ccmey8^Cf3P1S3agfvIUud`iaV1V#~40B9))2><{9

delta 21
ccmey8^Cf3P1S5x0MOKz+rMda$1V#~40A`m5$p8QV

diff --git a/chore/developer_guide/.doctrees/interface/binding/multi_component_langmuir_ldf_liquid_phase.doctree b/chore/developer_guide/.doctrees/interface/binding/multi_component_langmuir_ldf_liquid_phase.doctree
index 9ef3598a8d8e2a0522a41dde6decc45d8b40d304..16b8a8f62db1077a8b8b0f50acec11316bee2774 100644
GIT binary patch
delta 21
ccmX?`cQ$WB5hF)tfvIUud`iaVD#pvE0A=F{vH$=8

delta 21
ccmX?`cQ$WB5hI6DMOKz+rMda$D#pvE0Ax`JasU7T

diff --git a/chore/developer_guide/.doctrees/interface/binding/multi_component_spreading.doctree b/chore/developer_guide/.doctrees/interface/binding/multi_component_spreading.doctree
index c77d4a9d3e903968c920b94e48a8ffcdbe277520..d7e4b68efca5727fc52a38f1bdd33896cff4b071 100644
GIT binary patch
delta 23
fcmew|neoeH#tlJ?9GL~CraAE`8JnXRXL$esb65!G

delta 23
fcmew|neoeH#tlJ?97YvcS*Dfd=9{A!XL$esamEOy

diff --git a/chore/developer_guide/.doctrees/interface/binding/multi_state_steric_mass_action.doctree b/chore/developer_guide/.doctrees/interface/binding/multi_state_steric_mass_action.doctree
index 2795e7e1bae00d638fa180a2d87b7b4bb3e87b23..f7d0569187e0a7505a3644f22d845aa14b4baddf 100644
GIT binary patch
delta 23
ecmX?lnepgl#tkuy9GL~CraAE`8JklW6EgsIDG37r

delta 23
ecmX?lnepgl#tkuy97YvcS*Dfd=9^O(6EgsGmk7fE

diff --git a/chore/developer_guide/.doctrees/interface/binding/saska.doctree b/chore/developer_guide/.doctrees/interface/binding/saska.doctree
index 31e7761f7f9c273a6ae07d2d884fdc8c730bb8f4..bda073086ab0c84fd09202478d90062bfda4e7e3 100644
GIT binary patch
delta 21
ccmaD9@hD=079&SyfvIUud`iY<BSr&l0ABY8a{vGU

delta 21
ccmaD9@hD=079)pIMOKz+rMdZLBSr&l09|DVGXMYp

diff --git a/chore/developer_guide/.doctrees/interface/binding/self_association.doctree b/chore/developer_guide/.doctrees/interface/binding/self_association.doctree
index 8c7db3cfbce5d8cec397b1580bbfcd7ce84a992e..eea22918949d9aebecc7f45ac6135ee3664455e6 100644
GIT binary patch
delta 23
ecmex;it+a;#tjaP9GL~CraAE`8Jj&AjZ*-7ItcRs

delta 23
ecmex;it+a;#tjaP97YvcS*Dfd=9@hjjZ*-5s0gzF

diff --git a/chore/developer_guide/.doctrees/interface/binding/simplified_multi_state_steric_mass_action.doctree b/chore/developer_guide/.doctrees/interface/binding/simplified_multi_state_steric_mass_action.doctree
index 9937d5fe77b8302a1246ce03091735cf3aec0bb9..92a72029fca69b0daa28476e1daaf500b2093157 100644
GIT binary patch
delta 23
fcmdo0mudfBrVT}m9GL~CraAE`8JnvZUH1Y2eccJN

delta 23
fcmdo0mudfBrVT}m97YvcS*Dfd=9{Y+UH1Y2d`k&(

diff --git a/chore/developer_guide/.doctrees/interface/binding/steric_mass_action.doctree b/chore/developer_guide/.doctrees/interface/binding/steric_mass_action.doctree
index 47d65a9f375dd4cd0e674fc82d4d274a076073cc..e2c20c1e046a0b8cc0a4f6d2016554e8faf7be86 100644
GIT binary patch
delta 23
ecmZ3qmvPZv#tklv9GL~CraAE`8Jm3=!(sty!3awL

delta 23
ecmZ3qmvPZv#tklv97YvcS*Dfd=9_&O!(stxF9-_&

diff --git a/chore/developer_guide/.doctrees/interface/consistent_initialization.doctree b/chore/developer_guide/.doctrees/interface/consistent_initialization.doctree
index e1d2c12a78538b4ef1198477b5a8b34595733e7f..90bed3f0282b61baa53bd4bb95b06288d5e299ed 100644
GIT binary patch
delta 21
ccmZokX-U}-!pM<XU}~BZpOUdThH-@f09H%~pa1{>

delta 21
ccmZokX-U}-!pLD%k(FgyX>PtbhH-@f093jMU;qFB

diff --git a/chore/developer_guide/.doctrees/interface/flux_reconstruction.doctree b/chore/developer_guide/.doctrees/interface/flux_reconstruction.doctree
index 6e56d0f5845a7c14f7892531fd7423f0592d2bf9..957cc0dcd6756db0069bdcad6eb707e35c2f41fa 100644
GIT binary patch
delta 21
ccmbOlIW=;F6C+1vfvIUud`iY<FGg=|097joCIA2c

delta 21
ccmbOlIW=;F6C;OFMOKz+rMdZLFGg=|08^O;<^TWy

diff --git a/chore/developer_guide/.doctrees/interface/index.doctree b/chore/developer_guide/.doctrees/interface/index.doctree
index 5cf85db558fc7e38ed5d2081baaa6acdde23c566..f92392a44701be19487e25248a39d0e14d40c856 100644
GIT binary patch
delta 21
ccmX?WaMoah1|vsifvIUud`iY<14dbK099QE&Hw-a

delta 21
ccmX?WaMoah1|x@2MOKz+rMdZL14dbK08`5bjsO4v

diff --git a/chore/developer_guide/.doctrees/interface/input_group.doctree b/chore/developer_guide/.doctrees/interface/input_group.doctree
index dde65baafd885bad58db367788095c91a74daa43..ce7b8b56474a2fccfa4fe152d95e0a12a69b035b 100644
GIT binary patch
delta 21
ccmew$^Fd~V0wYIefvIUud`iY<4Mq=M09T0y{Qv*}

delta 21
ccmew$^Fd~V0wae}MOKz+rMdZL4Mq=M09E$}y#N3J

diff --git a/chore/developer_guide/.doctrees/interface/introduction.doctree b/chore/developer_guide/.doctrees/interface/introduction.doctree
index 4b23af9aebb1d4db39023622dceb1347047c9f48..0943f1b5578491d51376a84b04c87dd1527288c7 100644
GIT binary patch
delta 23
ecmbQ$%`~f<X@edkM`nSkX-<4f#%43dlokMB83*D3

delta 23
ecmbQ$%`~f<X@edkhfzgVmT9HA`DQc5lokM9hX<kn

diff --git a/chore/developer_guide/.doctrees/interface/meta_group.doctree b/chore/developer_guide/.doctrees/interface/meta_group.doctree
index 829d7347aba2977cd711507e9094b8a1d3055075..43c95e84bbe3aa4ae9bb23b1bd89c0162f9ad16e 100644
GIT binary patch
delta 21
ccmcZ+dn0y(93w|&fvIUud`iY<HO5W40A4!>)c^nh

delta 21
ccmcZ+dn0y(93zKOMOKz+rMdZLHO5W409>gDl>h($

diff --git a/chore/developer_guide/.doctrees/interface/output_group.doctree b/chore/developer_guide/.doctrees/interface/output_group.doctree
index d32f671a0e96038b8869af5eceaf5543fb176338..6f7101a938bc324d1207b926f01d3977ba55f545 100644
GIT binary patch
delta 31
ncmaF(lJnt9&J9Y89GL~CraAE`8O>UZ?OKeC+qD>(wig2c#~%vI

delta 31
ncmaF(lJnt9&J9Y897YvcS*Dfd=FM7+?OKeC+qD>(wig2c!;K1y

diff --git a/chore/developer_guide/.doctrees/interface/parameter_dependencies.doctree b/chore/developer_guide/.doctrees/interface/parameter_dependencies.doctree
index 58b4005b20c8b34987bc65eeef822e031c2e0f52..87911ce0a222bf4b60a25ba637ebdc3bce91686b 100644
GIT binary patch
delta 23
fcmbO-gK^3X#tn9i9GL~CraAE`8Jpc0&v^j=V&4cp

delta 23
fcmbO-gK^3X#tn9i97YvcS*Dfd=9}FZ&v^j=VND1A

diff --git a/chore/developer_guide/.doctrees/interface/reactions.doctree b/chore/developer_guide/.doctrees/interface/reactions.doctree
index 023f5c98462b1778a6f4c3292b62a06e5d653888..eb3162345e875be90841a9949583161ece950db4 100644
GIT binary patch
delta 23
fcmccjl=<FM<_&6$9GL~CraAE`8JqPOH+%#DdV2}U

delta 23
fcmccjl=<FM<_&6$97YvcS*Dfd=9~2xH+%#Dc<Bj=

diff --git a/chore/developer_guide/.doctrees/interface/return_data.doctree b/chore/developer_guide/.doctrees/interface/return_data.doctree
index 70b6e143f1dbaf4178dd313de0662f989f179a06..9667ec199cc54609d15194f01e03b415ca4fb402 100644
GIT binary patch
delta 27
icmbQYlV#pcmJM=@9GL~CraAE`8O>^p+tnBuE2II3R|tdv

delta 27
icmbQYlV#pcmJM=@97YvcS*Dfd=FMu1+tnBuE2II0#Rx<I

diff --git a/chore/developer_guide/.doctrees/interface/sensitivities.doctree b/chore/developer_guide/.doctrees/interface/sensitivities.doctree
index cf3b5a1e63bfc61c1f82d8604064c5bf2daaab4d..0d73a317e52f77a372ebbdad8135940c7908124f 100644
GIT binary patch
delta 23
fcmaF-n(^^##tj;b9GL~CraAE`8Ji6lH<thad#ed$

delta 23
fcmaF-n(^^##tj;b97YvcS*Dfd=9>)|H<thadKn2N

diff --git a/chore/developer_guide/.doctrees/interface/solver.doctree b/chore/developer_guide/.doctrees/interface/solver.doctree
index a9ab78a5b1a1759f70cf69c461def73e1178ed91..86b9c7433d4ba4fc9780ec846d4cf4af59bdf891 100644
GIT binary patch
delta 23
fcmdnFiFxNH<_&U;9GL~CraAE`8JpD@g>L`=Y9<I%

delta 23
fcmdnFiFxNH<_&U;97YvcS*Dfd=9|?Rg>L`=Xp{&O

diff --git a/chore/developer_guide/.doctrees/interface/spatial_discretization_methods.doctree b/chore/developer_guide/.doctrees/interface/spatial_discretization_methods.doctree
index c21c046c404b5709756c1edcfe9471ceaf8d5484..9fe21d540fc1e785b4afd75cc43392f676247520 100644
GIT binary patch
delta 23
ecmaFa!1S_#X@eglM`nSkX-<4f#^x|a;d%gVbO=-c

delta 23
ecmaFa!1S_#X@eglhfzgVmT9HA`Q|W2;d%gT;s_J~

diff --git a/chore/developer_guide/.doctrees/interface/system.doctree b/chore/developer_guide/.doctrees/interface/system.doctree
index 2d29183885f554781f2acb4b9687aa7ed4dffd87..c4822792def7d72a891842b2659a3042f3f943f2 100644
GIT binary patch
delta 27
icmdnk&bqOkb%PEgM`nSkX-<4fMzaayb`wU%S|<R5ya=8E

delta 27
icmdnk&bqOkb%PEghfzgVmT9HAd9w-Qb`wU%S|<R3DhOTx

diff --git a/chore/developer_guide/.doctrees/interface/unit_operations/2d_general_rate_model.doctree b/chore/developer_guide/.doctrees/interface/unit_operations/2d_general_rate_model.doctree
index 6d7739646e6229730380e75c471342cf7ed77b60..01e385d6a88031acbd51587224ceab0fcc127b53 100644
GIT binary patch
delta 35
ocmbQy#XF;mcY`M*M`nSkX-<4fMspxzdmtkSGi?uKWIpZ;0MTy>+W-In

delta 35
ocmbQy#XF;mcY`M*hfzgVmT9HAd2=9RdmtkSGi?uKWIpZ;0L<MAn*aa+

diff --git a/chore/developer_guide/.doctrees/interface/unit_operations/cstr.doctree b/chore/developer_guide/.doctrees/interface/unit_operations/cstr.doctree
index 1cf6e8e318c2b6b8013126c8f78f4ce403e2582d..041ab1bbde6be0bb909d56e7d6144eb032eb66e8 100644
GIT binary patch
delta 23
fcmezRoayUxrVSd59GL~CraAE`8Ji6lk8T10ewGQ-

delta 23
fcmezRoayUxrVSd597YvcS*Dfd=9>)|k8T10eFO=U

diff --git a/chore/developer_guide/.doctrees/interface/unit_operations/general_rate_model.doctree b/chore/developer_guide/.doctrees/interface/unit_operations/general_rate_model.doctree
index 4d1b4af001951c7e378e47ef362b41d46eb11f1e..698879d1452a004826e32f2c3924ba2cca5f1221 100644
GIT binary patch
delta 35
ocmezPkniI|z6~yn9GL~CraAE`8O=V7?LLek%(UHyk$LHQ0R7brZU6uP

delta 35
ocmezPkniI|z6~yn97YvcS*Dfd=FL8g?LLek%(UHyk$LHQ0Qo}<E&u=k

diff --git a/chore/developer_guide/.doctrees/interface/unit_operations/index.doctree b/chore/developer_guide/.doctrees/interface/unit_operations/index.doctree
index 744d3f09e0b2779ebc4075be341862b1cdf79008..8346c80d11e13ae358ab1b267dfc689abc5ebd9d 100644
GIT binary patch
delta 21
ccmZ1}w^D9{4I@WpfvIUud`iY<7sjW&08l3fNB{r;

delta 21
ccmZ1}w^D9{4I_t9MOKz+rMdZL7sjW&08W($2mk;8

diff --git a/chore/developer_guide/.doctrees/interface/unit_operations/inlet.doctree b/chore/developer_guide/.doctrees/interface/unit_operations/inlet.doctree
index faea0b6b07418fd1735c4262b514cf9c9214fb32..757dae8d5da09ed1ba40614369fa16adfdc6161e 100644
GIT binary patch
delta 23
ecmdnDhH>8-#tmAG9GL~CraAE`8Jmq5c|rkd7zf(`

delta 23
ecmdnDhH>8-#tmAG97YvcS*Dfd=9`Tec|rkbh6kGf

diff --git a/chore/developer_guide/.doctrees/interface/unit_operations/lumped_rate_model_with_pores.doctree b/chore/developer_guide/.doctrees/interface/unit_operations/lumped_rate_model_with_pores.doctree
index 38c4da61e1270cf02e708edd9fe3a3e4df2a8762..9f20f92be07beb20449c2a431c9ad7ba24aa64ff 100644
GIT binary patch
delta 31
mcmdmXkYn3Hjtvov9GL~CraAE`8O;fd?Fo#G+Y=a>!sG$HjS5Bp

delta 31
mcmdmXkYn3Hjtvov97YvcS*Dfd=FJI=?Fo#G+Y=a>!sG$D`w9jC

diff --git a/chore/developer_guide/.doctrees/interface/unit_operations/lumped_rate_model_without_pores.doctree b/chore/developer_guide/.doctrees/interface/unit_operations/lumped_rate_model_without_pores.doctree
index 2f070f3fc17f1fce6a5d74116b7f9d10527cc4aa..b48a7998ea4ca962c4f55e742dc43969e3072759 100644
GIT binary patch
delta 27
icmaF7k>&A5mJM-?9GL~CraAE`8O>>o+tU~sYsCSZ)Cs=;

delta 27
icmaF7k>&A5mJM-?97YvcS*Dfd=FMr0+tU~sYsCSXLJ5BW

diff --git a/chore/developer_guide/.doctrees/interface/unit_operations/multi_channel_transport_model.doctree b/chore/developer_guide/.doctrees/interface/unit_operations/multi_channel_transport_model.doctree
index 8b03fc060c191c8588985d4e97c84072033ad090..b43366511a51d29ee6c44073daa7449ece84ee1f 100644
GIT binary patch
delta 27
icmaF5n&s(gmJLyi9GL~CraAE`8O=$I+mjd>n?(ScnF+1{

delta 27
icmaF5n&s(gmJLyi97YvcS*Dfd=FLfr+mjd>n?(Sa2MKNf

diff --git a/chore/developer_guide/.doctrees/interface/unit_operations/outlet.doctree b/chore/developer_guide/.doctrees/interface/unit_operations/outlet.doctree
index 0eff8a3c6f10cda0b854d7d18550dd01e28682b9..04553e8f18997d2e753296cb7e2469f1b78b9b40 100644
GIT binary patch
delta 21
ccmZp4Xmr@1!^n|YU}~BZpOUfJgz>B#08Nw!6#xJL

delta 21
ccmZp4Xmr@1!^mM&k(FgyX>PvRgz>B#089b~)c^nh

diff --git a/chore/developer_guide/.doctrees/interface/unit_operations/radial_flow_models.doctree b/chore/developer_guide/.doctrees/interface/unit_operations/radial_flow_models.doctree
index 431043bb3bdae8a48e3a4ddbfbd9c0f55aad7b8d..9fa88a334da1ad6997622600c17158a36173cc68 100644
GIT binary patch
delta 23
dcmdlmfoTH}xiE5M7MPmm#HVCz_F;U|1^{PL2*v;a

delta 23
dcmdlmfoTH}xiE4VRb*wER+^h{_F;U|1^{Ki2!;Rv

diff --git a/chore/developer_guide/.doctrees/license.doctree b/chore/developer_guide/.doctrees/license.doctree
index 0e0980baef2544c22b1d7ff15764678d733b78b3..499839ac0b4fd546475b9fcc457dfd1efe9125da 100644
GIT binary patch
delta 27
icmZ3vlV#;jmJPm)9GL~CraAE`8O@=L+d~-{L!<$ZPYDA6

delta 27
icmZ3vlV#;jmJPm)97YvcS*Dfd=FOpu+d~-{L!<$Wy$Hhq

diff --git a/chore/developer_guide/.doctrees/modelling/binding/bi_steric_mass_action.doctree b/chore/developer_guide/.doctrees/modelling/binding/bi_steric_mass_action.doctree
index 66efdf71e9a42cf1c581ee26b015b1df5fc274ec..5806729159acf69847f773de0b4ce297900aa19e 100644
GIT binary patch
delta 21
ccmdlSzd3$`2O~#jfvIUud`iaV0LElJ09$GYl>h($

delta 21
ccmdlSzd3$`2P213MOKz+rMda$0LElJ09n`vRR910

diff --git a/chore/developer_guide/.doctrees/modelling/binding/extended_mobile_phase_modulator_langmuir.doctree b/chore/developer_guide/.doctrees/modelling/binding/extended_mobile_phase_modulator_langmuir.doctree
index c0c8439e3bf32a0b783beeb20c1c68ded91bcbb7..d2cfb9e02854c03e4c69d668ae1103c32a47045f 100644
GIT binary patch
delta 21
ccmZ4CvchFU9wSF)fvIUud`iaVGR92`09iN()&Kwi

delta 21
ccmZ4CvchFU9wUcQMOKz+rMda$GR92`09U35mH+?%

diff --git a/chore/developer_guide/.doctrees/modelling/binding/freundlich_ldf.doctree b/chore/developer_guide/.doctrees/modelling/binding/freundlich_ldf.doctree
index 1d92caafbe6087eb2c6cab1b24d18d9f88732a5c..135477f6cfaf41209e008a1860886ebe52c89885 100644
GIT binary patch
delta 21
ccmX>Rbs}nm6(dJxfvIUud`iY<Cq_0M09+skIsgCw

delta 21
ccmX>Rbs}nm6(fgHMOKz+rMdZLCq_0M09uX)`Tzg`

diff --git a/chore/developer_guide/.doctrees/modelling/binding/generalized_ion_exchange.doctree b/chore/developer_guide/.doctrees/modelling/binding/generalized_ion_exchange.doctree
index 316c7a42cbdb23a652cfaec740b2bffd1b757be2..29a6a9c456a8d74eeaa35598d8e59faa679315e2 100644
GIT binary patch
delta 21
ccmez9|IvSgA0tO*fvIUud`iaVFvi(x0Ard6EdT%j

delta 21
ccmez9|IvSgA0vlRMOKz+rMda$Fvi(x0AdIS?EnA(

diff --git a/chore/developer_guide/.doctrees/modelling/binding/hic_constant_water_activity.doctree b/chore/developer_guide/.doctrees/modelling/binding/hic_constant_water_activity.doctree
index 363d7cf2621ac568053cf95562b496fe6341e9b0..0f5e95223abc28180c085f58299fce71be1bdfd4 100644
GIT binary patch
delta 21
ccmexv_}y?r2qQ;kfvIUud`iaV7{=M+0APOy`Tzg`

delta 21
ccmexv_}y?r2qTA4MOKz+rMda$7{=M+0AB3}x&QzG

diff --git a/chore/developer_guide/.doctrees/modelling/binding/hic_water_on_hydrophobic_surfaces.doctree b/chore/developer_guide/.doctrees/modelling/binding/hic_water_on_hydrophobic_surfaces.doctree
index 2137d514c152b93543d4f56f729f53260163eebf..22ae629b047d1644219ee09cef2c96d87e00e25d 100644
GIT binary patch
delta 21
ccmZoPZ8Y7Gz{rtVU}~BZpOUdTgHciv08W(#t^fc4

delta 21
ccmZoPZ8Y7Gz{p`#k(FgyX>PtbgHciv08Il1ZU6uP

diff --git a/chore/developer_guide/.doctrees/modelling/binding/index.doctree b/chore/developer_guide/.doctrees/modelling/binding/index.doctree
index ee45a538ed1f62cded013b4578fe7a504239a776..11cf51c69ebcf1669efe03552ce937b60b6e7f24 100644
GIT binary patch
delta 27
hcmdnc!Lk8}^cXoZ3rtOO;!`r3%^0_vF*5#Q0sw@E2;Tqz

delta 27
hcmdnc!Lk8}^cXpeDzdUnE6vTD%^0_vF*5#Q0sw*a2%i7|

diff --git a/chore/developer_guide/.doctrees/modelling/binding/linear.doctree b/chore/developer_guide/.doctrees/modelling/binding/linear.doctree
index 3c463ca2750ea4b62cb65bfba31720a386bf3863..5ec9a42a3a805ad2a1695a7aec02c4010fdaf17d 100644
GIT binary patch
delta 21
ccmeyN@<U~V79&SyfvIUud`iY<BStqt09wHZGXMYp

delta 21
ccmeyN@<U~V79)pIMOKz+rMdZLBStqt09h{v^8f$<

diff --git a/chore/developer_guide/.doctrees/modelling/binding/mobile_phase_modulator_langmuir.doctree b/chore/developer_guide/.doctrees/modelling/binding/mobile_phase_modulator_langmuir.doctree
index 940a7e1881a4c6c624df1c22f88af3e4aa1e3da8..aceeedc3d89ed0cb0aee0d22ad456a84fcd803c7 100644
GIT binary patch
delta 21
ccmeCR@3r3$!^n|YU}~BZpOUdTg;7%u08z#U=Kufz

delta 21
ccmeCR@3r3$!^mM&k(FgyX>Ptbg;7%u08lgrrvLx|

diff --git a/chore/developer_guide/.doctrees/modelling/binding/multi_component_anti_langmuir.doctree b/chore/developer_guide/.doctrees/modelling/binding/multi_component_anti_langmuir.doctree
index b77e1d742ef47b8916774bfc3aab50a9b14be6b7..56332bd5fc82b261c1f23892b37ace1c4105b23a 100644
GIT binary patch
delta 21
ccmeA(>@(aD!N`$WU}~BZpOUdTfl*H!08fnu!vFvP

delta 21
ccmeA(>@(aD!N_4$k(FgyX>Ptbfl*H!08RS_g8%>k

diff --git a/chore/developer_guide/.doctrees/modelling/binding/multi_component_bi_langmuir.doctree b/chore/developer_guide/.doctrees/modelling/binding/multi_component_bi_langmuir.doctree
index ab73831973546f8ab7dc59d2441d4fd4a58fd5c5..f4f43fc43971e61323c51739f53ed1ab8975835b 100644
GIT binary patch
delta 21
ccmezC^w()a2qQ;kfvIUud`iaV7)C_}0AmUVw*UYD

delta 21
ccmezC^w()a2qTA4MOKz+rMda$7)C_}0AY9scK`qY

diff --git a/chore/developer_guide/.doctrees/modelling/binding/multi_component_bi_langmuir_ldf.doctree b/chore/developer_guide/.doctrees/modelling/binding/multi_component_bi_langmuir_ldf.doctree
index 4e5c3aff045489041fe14f1e8ace38016785183f..99c146e5308c470ebaaec546d56a4e52e35b14b7 100644
GIT binary patch
delta 21
ccmaE<|5ATL3?oNofvIUud`iaV6vkFD0A6+n(*OVf

delta 21
ccmaE<|5ATL3?qk8MOKz+rMda$6vkFD09@n;lK=n!

diff --git a/chore/developer_guide/.doctrees/modelling/binding/multi_component_colloidal.doctree b/chore/developer_guide/.doctrees/modelling/binding/multi_component_colloidal.doctree
index df1eedcf3c32a13fdc6b5f4cc14defa345183aae..7bdbe1a1c9a0be4f602bba73ca716cbd220699f6 100644
GIT binary patch
delta 21
ccmZ2py}Wuu03%0cfvIUud`iaV2u6P!0A4r;zW@LL

delta 21
ccmZ2py}Wuu03(M{MOKz+rMda$2u6P!09>XAe*gdg

diff --git a/chore/developer_guide/.doctrees/modelling/binding/multi_component_langmuir.doctree b/chore/developer_guide/.doctrees/modelling/binding/multi_component_langmuir.doctree
index 92fcdfd7061ec5bc64909aa43efcfee7a7946e3a..9849e251d2767ce905db860837e92f717447ce76 100644
GIT binary patch
delta 21
ccmaE*`ATzxA0tO*fvIUud`iaVFvcmu09?HXxc~qF

delta 21
ccmaE*`ATzxA0vlRMOKz+rMda$Fvcmu09z{uc>n+a

diff --git a/chore/developer_guide/.doctrees/modelling/binding/multi_component_langmuir_ldf.doctree b/chore/developer_guide/.doctrees/modelling/binding/multi_component_langmuir_ldf.doctree
index 91d009b08eb9eef0c3101c696ed8f6594a7d82f1..b3a6a00609325fd8126efede34dc2dc88d3b9c3e 100644
GIT binary patch
delta 21
ccmX@Dds=rx7$Zk!fvIUud`iaVIL2I209ernZU6uP

delta 21
ccmX@Dds=rx7$b*KMOKz+rMda$IL2I209QW;E&u=k

diff --git a/chore/developer_guide/.doctrees/modelling/binding/multi_component_langmuir_ldf_liquid_phase.doctree b/chore/developer_guide/.doctrees/modelling/binding/multi_component_langmuir_ldf_liquid_phase.doctree
index 2dc4a4fce1bb68be7891c0d5f292fe1252f922d1..5d2b955f0af2bb0e5973b85f5b48271aa56327da 100644
GIT binary patch
delta 21
ccmdm~zf*rh0V79dfvIUud`iaV3PwjU09XD8R{#J2

delta 21
ccmdm~zf*rh0V9V|MOKz+rMda$3PwjU09I@V7XSbN

diff --git a/chore/developer_guide/.doctrees/modelling/binding/multi_component_spreading.doctree b/chore/developer_guide/.doctrees/modelling/binding/multi_component_spreading.doctree
index db6b2b0a43ef6c366d3409101cceedbbb789656b..d494019a223287557be0b8bc60608d19589aa28a 100644
GIT binary patch
delta 21
ccmccZc-wJ903%0cfvIUud`iaV2*zf40A2?N$^ZZW

delta 21
ccmccZc-wJ903(M{MOKz+rMda$2*zf409<tkiU0rr

diff --git a/chore/developer_guide/.doctrees/modelling/binding/multi_state_steric_mass_action.doctree b/chore/developer_guide/.doctrees/modelling/binding/multi_state_steric_mass_action.doctree
index 4164efa06c35b1fc4d57930d77806d6fbace4b64..e1e368874502a455e213fac21838bd908c52031d 100644
GIT binary patch
delta 21
ccmZoqX;0Y@#mJFaU}~BZpOUdTiE*g`09Q5#uK)l5

delta 21
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diff --git a/master/.doctrees/developer_guide/debugging.doctree b/master/.doctrees/developer_guide/debugging.doctree
index 8ef7633d301a967f809f808a74c6afef40c01515..fb6c912b5fb682c1e8f3bf4ab841ca41e3c72907 100644
GIT binary patch
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diff --git a/master/.doctrees/developer_guide/index.doctree b/master/.doctrees/developer_guide/index.doctree
index a8e5f65f726aeaf8d20ecda72417b7ad9afb36cf..a55bb53328a80926f0cfbf97e93fbc8687c12f3b 100644
GIT binary patch
delta 219
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delta 188
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diff --git a/master/.doctrees/developer_guide/model_expansion.doctree b/master/.doctrees/developer_guide/model_expansion.doctree
index ef4cd6b11a750cc7de02f0e697316477cb10b1a7..ee23356185262c026f769ae0cccf7636e3203f8b 100644
GIT binary patch
delta 64
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delta 64
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diff --git a/master/.doctrees/developer_guide/testing.doctree b/master/.doctrees/developer_guide/testing.doctree
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GIT binary patch
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GIT binary patch
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GIT binary patch
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diff --git a/master/.doctrees/getting_started/index.doctree b/master/.doctrees/getting_started/index.doctree
index de4fe355169dc218c49100c742bf245b92b5c186..d3c5f5d1a91c793ad3f9399084a36f3b0e984a75 100644
GIT binary patch
delta 62
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delta 62
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diff --git a/master/.doctrees/getting_started/installation.doctree b/master/.doctrees/getting_started/installation.doctree
index 0dab401482b7422065b27a594b3be63112c4f020..38a549ef3893f896aa587625e7a9167e47c6a7f3 100644
GIT binary patch
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z=r6>;EpSgzpjvdXT;Lm9!`6J_H8%gzmn#<IS{6xQ8Jy58Vg)Y)gOcYp(Z~G-ymdWC
z@%2g$iM1qmF-tE;aVkgXRThLyyA`eRYBw;04^~l|O%sP%6<M{|D_)Lv*uO!eZMI)-
z%|{!A{K0|;@6xr$WJ%`WQh<AbIc+<JLCLuyDHFB+Nd99LA=$UkM7h1fb*#sB`S)>5
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zWAw3_K7I<N4a=XRkN2#_$2t0V7kxcWAMQGQyq`XPfIj{OeLPJ+9HEaNqmNJ0$CJp#
zFCU<f??buK@;|4KS^Ao#kN*yLdHI*<<9*Ny%kQO+!-UX5e6*r*!nV0wXCerEZ!xa7
z7|)j($6JiwEynE@<8_O1y2be1Vq9)99=8~WTipLG?)w(^dyD(L)hfLi8#5E6v`J9o
z>qyoR)c9MFQc&X@5r?Vq8}t`bV~&W!)YvwLznB_DA_-ID<MbC(<K09Orp7Du7gOVN
z^cPcuiZ2Li&=CPa4RYi%HQ0C3iZ+`|m#1_y(%^)C0d5daNJ6Xk1P_`|NUZQvEcNPq
zP>C6yAKsUE7{5JkK^#}Ta-$s<e0Hd{Av*6*!jiv0=fVC_2wJo|K*4~GT*0crLW2ge
z{+N9JQLK~iYG1@!!EtLyRjh>&OGR`TZzI;@jqzh%j~h`Xr_w4ydIyUn^fS1C8^zFh
MMV}*et~H<i|9%4QRsaA1

diff --git a/master/.doctrees/index.doctree b/master/.doctrees/index.doctree
index 5f1a6a679f5fadaff1ea9184be207296b6c6d8d6..7ec634cc4cc6a3d7ad19b62df099754328d00bfe 100644
GIT binary patch
delta 64
zcmeA;&e(CBaf1@0VP=7;X-<4fhJK=ng^8(UVv41Ofw8G!YN~0PX_|SmnW=%Pfl;!#
Taf+p3qET{MYU1W#M$;q!iW(C`

delta 64
zcmeA;&e(CBaf1@0p;1LvmT9HAxqh0tnTe@UqIrrzl4+u8YMNn+nYpRCrKx3VYO+z9
TMWUsVfu)6cqQ&N5M$;q!hJX_7

diff --git a/master/.doctrees/interface/binding/bi_steric_mass_action.doctree b/master/.doctrees/interface/binding/bi_steric_mass_action.doctree
index 17263c0935177b3a0f6fbc0c242ba7501d6a8ccd..4e8768e9fd182057892a936b03e9e3a05ac6de77 100644
GIT binary patch
delta 64
zcmex$f$`S`#tmMKhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfnAb8ULpN0MR!UR{#J2

delta 64
zcmex$f$`S`#tmMKhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58oy8ULpN0L`5h0RR91

diff --git a/master/.doctrees/interface/binding/extended_mobile_phase_modulator_langmuir.doctree b/master/.doctrees/interface/binding/extended_mobile_phase_modulator_langmuir.doctree
index 65d88c1aed742fe587faf54d3c401d1970837c85..3639baab422d29b4d0d756c6bf56f2b88708d3a8 100644
GIT binary patch
delta 64
zcmbQfo^kqm#tj9GhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfn8xGJXpM0GaR<fdBvi

delta 64
zcmbQfo^kqm#tj9GhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58m|GJXpM0G3u1D*ylh

diff --git a/master/.doctrees/interface/binding/freundlich_ldf.doctree b/master/.doctrees/interface/binding/freundlich_ldf.doctree
index 7a97117c26b4ca47d1d7f2c342d4ab9a19e040a5..f0af1872272842713834609b63a13eeaf53fb105 100644
GIT binary patch
delta 62
zcmcbgbw6u^4WnUZfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=3K^4#sG^A6ZZfB

delta 62
zcmcbgbw6u^4Wpq^MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=3K^4#sG(N6QKYA

diff --git a/master/.doctrees/interface/binding/generalized_ion_exchange.doctree b/master/.doctrees/interface/binding/generalized_ion_exchange.doctree
index a867aa4bb4d9ba17cc849b7a4bc43246c238eabc..839c4713299c4a1274275635b3bf8c5bde970f35 100644
GIT binary patch
delta 64
zcmeCa#ngR^X+r>`VP=7;X-<4fhJK=ng^8(UVv41Ofw8G!YN~0PX_|SmnW=%Pfl;!#
Taf+p3qET{MYU1Wb#;(->p%fHr

delta 64
zcmeCa#ngR^X+r>`p;1LvmT9HAxqh0tnTe@UqIrrzl4+u8YMNn+nYpRCrKx3VYO+z9
TMWUsVfu)6cqQ&M$#;(->oq7}%

diff --git a/master/.doctrees/interface/binding/hic_constant_water_activity.doctree b/master/.doctrees/interface/binding/hic_constant_water_activity.doctree
index 8599f6a9593bf24eee42e74810e793ec735158cb..f0cd6d7765adf86c55a65b76635e5fc8d0498b7f 100644
GIT binary patch
delta 64
zcmcbyobkqT#tmVNhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
T#wnJDiAKq3sfnB083Tg=u2vKm

delta 64
zcmcbyobkqT#tmVNhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
T7KxTd29_4)i58pN83Tg=s=O1y

diff --git a/master/.doctrees/interface/binding/hic_water_on_hydrophobic_surfaces.doctree b/master/.doctrees/interface/binding/hic_water_on_hydrophobic_surfaces.doctree
index 8e25c73cbc31262800c23b55eafa2592ce47f0ba..c3ec803c7590f333558d43a64813e34f28db99e4 100644
GIT binary patch
delta 64
zcmdn7f^o+R#tlh~hM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfn8>GcFAR0HU=NMF0Q*

delta 64
zcmdn7f^o+R#tlh~hDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58nDGcFAR0G}HZ?*IS*

diff --git a/master/.doctrees/interface/binding/index.doctree b/master/.doctrees/interface/binding/index.doctree
index 72dde9c93a08c069d1d25c93094bd9e5bf61f8e9..7ec83b32d520b9e3ef0c5b3f588af845838df24b 100644
GIT binary patch
delta 62
zcmcavb+c-N7NcQifvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=4i%$)&Pr#6Z-%F

delta 62
zcmcavb+c-N7Nen2MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=4i%$)&Pg?6QuwE

diff --git a/master/.doctrees/interface/binding/linear.doctree b/master/.doctrees/interface/binding/linear.doctree
index e3af49c3259f4e2e469cee63aa1f68c39bee78a1..697cd06091f7443b49e8aac0b038ed282874f26a 100644
GIT binary patch
delta 62
zcmdlMu`ObQ4x?dafvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=2*s?S^#SZ6F&d|

delta 62
zcmdlMu`ObQ4x^z_MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=2*s?S^#Hm66pW{

diff --git a/master/.doctrees/interface/binding/mobile_phase_modulator_langmuir.doctree b/master/.doctrees/interface/binding/mobile_phase_modulator_langmuir.doctree
index 9aa68e187cef63414c37e3c29e4dabfbecad7677..8459f1bbda310d7b0240d265816fd2b54f759706 100644
GIT binary patch
delta 64
zcmX>-nep^w#tm_dhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
T#wnJDiAKq3sfnBW8ErfOpcNCw

delta 64
zcmX>-nep^w#tm_dhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
T7KxTd29_4)i58pt8ErfOoO=^+

diff --git a/master/.doctrees/interface/binding/multi_component_anti_langmuir.doctree b/master/.doctrees/interface/binding/multi_component_anti_langmuir.doctree
index 9b08f09a8ac157c55b86d7cb648cf34e030a0520..557b7e3c380235e93c774a30de3baf42bb9a2d6d 100644
GIT binary patch
delta 62
zcmcayce!pu6r*8gfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=5EFlwg8op6e9ot

delta 62
zcmcayce!pu6r-V0MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=5EFlwg8d$6U_hs

diff --git a/master/.doctrees/interface/binding/multi_component_bi_langmuir.doctree b/master/.doctrees/interface/binding/multi_component_bi_langmuir.doctree
index c171993eff7f703c1adf0298bd992e5919992e63..cbca9c79855b4e081104f02a55af45ed38a00fa4 100644
GIT binary patch
delta 62
zcmexX`mJ<B7^7ikfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=61$>O8}r<6Y>B6

delta 62
zcmexX`mJ<B7^9(4MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=61$>O8}h16Py45

diff --git a/master/.doctrees/interface/binding/multi_component_bi_langmuir_ldf.doctree b/master/.doctrees/interface/binding/multi_component_bi_langmuir_ldf.doctree
index 735d87f02808e371c6660d59afb9ef588f0e61f9..5e3d8f521cb402ba695d71910d2997cc2f56ecb5 100644
GIT binary patch
delta 62
zcmaD;_NHt@9HU`ofvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=6=SzmH?jB6kY%T

delta 62
zcmaD;_NHt@9HXI8MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=6=SzmH?YO6bJwS

diff --git a/master/.doctrees/interface/binding/multi_component_colloidal.doctree b/master/.doctrees/interface/binding/multi_component_colloidal.doctree
index aa380e69eff05535f881d409ed7ad30dd407364f..f5d946723260711cf7ea9186e04ff8fcffbe73ab 100644
GIT binary patch
delta 64
zcmbO{jd}7k<_$rNhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfnAL87G_s0EKN79RL6T

delta 64
zcmbO{jd}7k<_$rNhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58oi87G_s0D;pJ#{d8T

diff --git a/master/.doctrees/interface/binding/multi_component_langmuir.doctree b/master/.doctrees/interface/binding/multi_component_langmuir.doctree
index ef5accf79b99e9ecd1e28949ca0d86d6f6286611..e2e451ef6833b85092f870b1a8b850634a988e20 100644
GIT binary patch
delta 62
zcmeyD{V#h%0Ha}MfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=0?U^69Aqj6YBr~

delta 62
zcmeyD{V#h%0HdK%MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=0?U^69Afw6O{k}

diff --git a/master/.doctrees/interface/binding/multi_component_langmuir_ldf.doctree b/master/.doctrees/interface/binding/multi_component_langmuir_ldf.doctree
index ed4ae62fe712d68def6e2e391b5babb0d78b8a01..debd728fb277e46941d1e0e16a4dc371c236e015 100644
GIT binary patch
delta 62
zcmey8^Cf3P1fyYQfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=1#`fCIFnC6juNM

delta 62
zcmey8^Cf3P1f!u*MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=1#`fCIFcP6afGL

diff --git a/master/.doctrees/interface/binding/multi_component_langmuir_ldf_liquid_phase.doctree b/master/.doctrees/interface/binding/multi_component_langmuir_ldf_liquid_phase.doctree
index 08d0111334c524e56c06c94638d40b97bdce89f7..2436e6f61b5b5a713647d502bd7f108d3bc427b4 100644
GIT binary patch
delta 62
zcmX?`cQ$WB5u;&dfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=EaPwOaYLo6afGL

delta 62
zcmX?`cQ$WB5u>3|MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=EaPwOaYA#6RQ9K

diff --git a/master/.doctrees/interface/binding/multi_component_spreading.doctree b/master/.doctrees/interface/binding/multi_component_spreading.doctree
index 79d21a4598b9596d313e681cde7a8d3bedcbd040..6ae1897831d232fe31bbb47370d8ce002c46f142 100644
GIT binary patch
delta 64
zcmew|neoeH#tlJ?hM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
T#wnJDiAKq3sfnAL84EoCv8WU^

delta 64
zcmew|neoeH#tlJ?hDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
T7KxTd29_4)i58oi84EoCt_~C5

diff --git a/master/.doctrees/interface/binding/multi_state_steric_mass_action.doctree b/master/.doctrees/interface/binding/multi_state_steric_mass_action.doctree
index 0e625b764a59964819bde5baf7fd7654f3c6321c..ecbe9f42e680049b649c9410558b49d10542abd3 100644
GIT binary patch
delta 64
zcmX?lnepgl#tkuyhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
T#wnJDiAKq3sfn9=87(pZyM+`|

delta 64
zcmX?lnepgl#tkuyhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
T7KxTd29_4)i58oC87(pZx9b!9

diff --git a/master/.doctrees/interface/binding/saska.doctree b/master/.doctrees/interface/binding/saska.doctree
index 3cb2c37a324adb5161f995a2dac77ae175eab270..b7c9de0e077ed264514d300eacedc7a40156fbc8 100644
GIT binary patch
delta 62
zcmaD9@hD=07NcQifvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=4eKCZ2*1a62brg

delta 62
zcmaD9@hD=07Nen2MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=4eKCZ2)>n5^Mkf

diff --git a/master/.doctrees/interface/binding/self_association.doctree b/master/.doctrees/interface/binding/self_association.doctree
index 60222662add38ed078ac5f74d87c7541daeed02b..eddbdc420a11c541c21aa44c121b9fd4f474a9a8 100644
GIT binary patch
delta 64
zcmex;it+a;#tjaPhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
T#wnJDiAKq3sfn8l8M#sb%7hd`

delta 64
zcmex;it+a;#tjaPhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
T7KxTd29_4)i58m+8M#sb#_AL7

diff --git a/master/.doctrees/interface/binding/simplified_multi_state_steric_mass_action.doctree b/master/.doctrees/interface/binding/simplified_multi_state_steric_mass_action.doctree
index a7ca34a1a7c511e3c99783ca7332c5dc848aecda..367d3b206d45745a85f6b8302c80e0f85b5229a4 100644
GIT binary patch
delta 64
zcmdo0mudfBrVT}mhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfn8xGs^4*0MeNi0RR91

delta 64
zcmdo0mudfBrVT}mhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58m|Gs^4*0M7pus{jB1

diff --git a/master/.doctrees/interface/binding/steric_mass_action.doctree b/master/.doctrees/interface/binding/steric_mass_action.doctree
index 42dc45acf1f82a331ee17cd90b25a84c5978ab13..243e5e21383582fa0308b005b046926b6662a871 100644
GIT binary patch
delta 64
zcmZ3qmvPZv#tklvhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
T#wnJDiAKq3sfn9Q8Fga;ngbJ>

delta 64
zcmZ3qmvPZv#tklvhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
T7KxTd29_4)i58nn8Fga;mT412

diff --git a/master/.doctrees/interface/consistent_initialization.doctree b/master/.doctrees/interface/consistent_initialization.doctree
index aa1abe4e674f0baab918dd039f6f091726753a2a..0c45f541f12ffe0af7d583b2c9d4ce52021deddf 100644
GIT binary patch
delta 62
zcmZokX-U}-!f2RTU}~BZpOT@UXkuYvYMGc~X<=Y&YM7d8nr512o@{1nU}|8LY;K%l
RX_#n~oR*rnxs|cr003dG67K*2

delta 62
zcmZokX-U}-!f0qzk(FgyX>P8cW^QI;YLsZ6VvuB-XquX4m||vbYHn$2nVOnxlxC4=
RX=Gq&VV-EQxs|cr003ST5}5!1

diff --git a/master/.doctrees/interface/flux_reconstruction.doctree b/master/.doctrees/interface/flux_reconstruction.doctree
index 5536fbe87c2540a54367f339500746bd558d41da..3200ce35a2bbc364e5222ca2d4d49c6dc049c3d1 100644
GIT binary patch
delta 62
zcmdlJxhHai6Qf~ffvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=3+)qZ2)q666yc|

delta 62
zcmdlJxhHai6QiL~MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=3+)qZ2)fJ5|jV{

diff --git a/master/.doctrees/interface/index.doctree b/master/.doctrees/interface/index.doctree
index de9db0c3abc7f6399f68300cf9ff6ac8d5428ee9..b18169f611a2281b328212e330cc2ce1dc1771e0 100644
GIT binary patch
delta 62
zcmX?WaMoah2BTqSfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=19gbVgO=n6C3~l

delta 62
zcmX?WaMoah2BV=-MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=19gbVgO#!62<@k

diff --git a/master/.doctrees/interface/input_group.doctree b/master/.doctrees/interface/input_group.doctree
index bd061aa2442db3a6223a60866c725b9c35a22cde..fbee25fbf48f67aab5837c57988de2ead73349ac 100644
GIT binary patch
delta 62
zcmew=^HpYp0;6GOfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=0HXjUI1u|5?cTO

delta 62
zcmew=^HpYp0;8c(MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=0HXjUI1kA5(NMN

diff --git a/master/.doctrees/interface/introduction.doctree b/master/.doctrees/interface/introduction.doctree
index 68870059ffbf579ffa71ac3921c9bb491f78012b..9070799e7cede1ce5459feb074a0e0e4a170d378 100644
GIT binary patch
delta 64
zcmbQ$%`~f<X@ef4VP=7;X-<4fhJK=ng^8(UVv41Ofw8G!YN~0PX_|SmnW=%Pfl;!#
Taf+p3qET{MYU1X2M(Y*;d6N?{

delta 64
zcmbQ$%`~f<X@ef4p;1LvmT9HAxqh0tnTe@UqIrrzl4+u8YMNn+nYpRCrKx3VYO+z9
TMWUsVfu)6cqQ&NTM(Y*;b@>w8

diff --git a/master/.doctrees/interface/meta_group.doctree b/master/.doctrees/interface/meta_group.doctree
index 4ca53588f570f70d0e05a3a9bf47e16c6b91542a..4fac04de50777d9fb09895e2af2da7e8bdf50ab0 100644
GIT binary patch
delta 62
zcmcZ+dn0y(9HU`ofvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQW`D*`T>yEZ6C?lt

delta 62
zcmcZ+dn0y(9HXI8MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaIW`D*`T>y3m63zes

diff --git a/master/.doctrees/interface/output_group.doctree b/master/.doctrees/interface/output_group.doctree
index e4f7f6b19770f88aed727f39cf94688c16969ca9..3f002480f0c07be71908d19bff8fd3290d28d5cb 100644
GIT binary patch
delta 72
zcmaF(lJnt9&J9Y8hM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
b#wnJDiAKq3sfo?OjP1dUjN5}5nfi(WbJ7-U

delta 72
zcmaF(lJnt9&J9Y8hDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
b7KxTd29_4)i5AVljP1dUjN5}5nfi(WZHN{Y

diff --git a/master/.doctrees/interface/parameter_dependencies.doctree b/master/.doctrees/interface/parameter_dependencies.doctree
index abe9b35b5338d1b987060b850769f39166a22d46..8b4a325ac1ac9b025b24fb978ab9e8d8c5e576c6 100644
GIT binary patch
delta 64
zcmbO-gK^3X#tn9ihM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfnBO8JBti0D#pKjQ{`u

delta 64
zcmbO-gK^3X#tn9ihDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58pl8JBti0DU_XHvj+t

diff --git a/master/.doctrees/interface/reaction/index.doctree b/master/.doctrees/interface/reaction/index.doctree
index 5546ed7464e329e609c4956ae349a153ed43116c..042129219f8c364cb85b01ef93c130774bbe564e 100644
GIT binary patch
delta 71
zcmcbgbU$f>8lzcefvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
arD38`a$0JleoB6_{^VLFiOnU9uk`^wMHY|%

delta 71
zcmcbgbU$f>8l#y}MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
arICT9g?XZdeoB6_{^VLFiOnU9uk`^pr4~8>

diff --git a/master/.doctrees/interface/reaction/mass_action_law.doctree b/master/.doctrees/interface/reaction/mass_action_law.doctree
index 51c2e6211b9d564c4125d5f2891f70839314493c..4946f18a9620194ac065fe6c6428f3c5f22d7798 100644
GIT binary patch
delta 64
zcmcc6!+fEKd4nCJVP=7;X-<4fhJK=ng^8(UVv41Ofw8G!YN~0PX_|SmnW=%Pfl;!#
Taf+p3qET{MYU1X6#)n4$nn4t&

delta 64
zcmcc6!+fEKd4nCJp;1LvmT9HAxqh0tnTe@UqIrrzl4+u8YMNn+nYpRCrKx3VYO+z9
TMWUsVfu)6cqQ&NX#)n4$mZua^

diff --git a/master/.doctrees/interface/reaction/michaelis_menten_kinetics.doctree b/master/.doctrees/interface/reaction/michaelis_menten_kinetics.doctree
index cadb25b294ce1692acb20096de274542113f9cfc..b686cef3e61d4f9bf4513d240e42a09a9b1bff58 100644
GIT binary patch
delta 62
zcmaD*@t|Tu5TjvcfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=4QsbRsfeW6f*z-

delta 62
zcmaD*@t|Tu5Tl_{MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=4QsbRsfTj6Wss+

diff --git a/master/.doctrees/interface/return_data.doctree b/master/.doctrees/interface/return_data.doctree
index 3593585a20f217bca11808950c617ae8434995ec..ce81ad01910ec4a0fd33cef21b5c8e6182083b8f 100644
GIT binary patch
delta 68
zcmbQYlV#pcmJM=@hM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
X#wnJDiAKq3sfo@0jNAPg8U3XJ-If#l

delta 68
zcmbQYlV#pcmJM=@hDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
X7KxTd29_4)i5AWNjNAPg8U3XJ*rXGt

diff --git a/master/.doctrees/interface/sensitivities.doctree b/master/.doctrees/interface/sensitivities.doctree
index e1ccd6ee878f60d9771040ef12f2b91aeb6aaa64..135a334486ee0d346ae5648f206a53cb4b0e8103 100644
GIT binary patch
delta 64
zcmaF-n(^^##tj;bhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
T#wnJDiAKq3sfn8-8M{gV$^R6z

delta 64
zcmaF-n(^^##tj;bhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
T7KxTd29_4)i58n98M{gV#$^;<

diff --git a/master/.doctrees/interface/solver.doctree b/master/.doctrees/interface/solver.doctree
index f9d743a9b6e4e8c66e0001b37140b49e95d5fd20..d796fba28ce27a5572af4f723778d06863c79e0c 100644
GIT binary patch
delta 64
zcmdnFiFxNH<_&U;hM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfnBY8DCuo0GZ7cp#T5?

delta 64
zcmdnFiFxNH<_&U;hDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58pv8DCuo0G2ZpO8@`>

diff --git a/master/.doctrees/interface/spatial_discretization_methods.doctree b/master/.doctrees/interface/spatial_discretization_methods.doctree
index df5337b555e3d3cef94990ebb3c063c1bba0a616..843855471f35294ad6a1163153c2ef1350989588 100644
GIT binary patch
delta 64
zcmaFa!1S_#X@ei5VP=7;X-<4fhJK=ng^8(UVv41Ofw8G!YN~0PX_|SmnW=%Pfl;!#
Taf+p3qET{MYU1X4##eO!qtz6m

delta 64
zcmaFa!1S_#X@ei5p;1LvmT9HAxqh0tnTe@UqIrrzl4+u8YMNn+nYpRCrKx3VYO+z9
TMWUsVfu)6cqQ&NV##eO!pgR;y

diff --git a/master/.doctrees/interface/system.doctree b/master/.doctrees/interface/system.doctree
index 5ea6783961e850a6b6bc72b7f928d143eb6d0f4a..d8040185ea8da3b8485a76323f928bba1c1a6835 100644
GIT binary patch
delta 68
zcmdnk&bqOkb%PG0VP=7;X-<4fhJK=ng^8(UVv41Ofw8G!YN~0PX_|SmnW=%Pfl;!#
Xaf+p3qET{MYGQLN<Mvoa#t<g}(w!6*

delta 68
zcmdnk&bqOkb%PG0p;1LvmT9HAxqh0tnTe@UqIrrzl4+u8YMNn+nYpRCrKx3VYO+z9
XMWUsVfu)6cqD6Bo<Mvoa#t<g}&8ri@

diff --git a/master/.doctrees/interface/unit_operations/2d_general_rate_model.doctree b/master/.doctrees/interface/unit_operations/2d_general_rate_model.doctree
index 97b9606f28ecab24fb83484fbc12fe725a743e9c..a6b578e9843e1e062d1ef96bbe887cfd616795eb 100644
GIT binary patch
delta 76
zcmcbzi1*4O-VL6NhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
d#wnJDiAKq3sfo>1jO|s7Ak4JAijn!2KLD`?7nJ}2

delta 76
zcmcbzi1*4O-VL6NhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
d7KxTd29_4)i5AUOjO|s7Ak4JAijn!2KLDv@7e4?1

diff --git a/master/.doctrees/interface/unit_operations/cstr.doctree b/master/.doctrees/interface/unit_operations/cstr.doctree
index a6fb28b145442e1d0e18c8b22025c47b96ab2755..50ca759392237735032f0cd840d94db6f3f22f1c 100644
GIT binary patch
delta 64
zcmezRoayUxrVSd5hM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfn8-8Ru*Q0MWP=A^-pY

delta 64
zcmezRoayUxrVSd5hDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58n98Ru*Q0L~s1%m4rY

diff --git a/master/.doctrees/interface/unit_operations/general_rate_model.doctree b/master/.doctrees/interface/unit_operations/general_rate_model.doctree
index d86df5d371d4eb5fc05f60d0c6920085898f5976..9d53f246ff603311c7ebc3672b466897144ad37d 100644
GIT binary patch
delta 85
zcmezPkniI|z6~ynW|;-1raAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
n#wnJDiAKq3sfqe2`N{f|-?Qj6FJo+9#t6bp+m|sid#?uo-<%v4

delta 85
zcmezPkniI|z6~ynW=0iRS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
n7KxTd29_4)i5B`P`N{f|-?Qj6FJo+9#t6bp+m|sid#?uo)bty`

diff --git a/master/.doctrees/interface/unit_operations/index.doctree b/master/.doctrees/interface/unit_operations/index.doctree
index 2782c0786705a899be2ad577096e77590da3a25b..72461e01ce296e6402babd8b400539fcfb5a522b 100644
GIT binary patch
delta 62
zcmZ1}w^D9{4WnUZfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=3K@-yZ}uf5|;n~

delta 62
zcmZ1}w^D9{4Wpq^MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=3K@-yZ}js5<vg}

diff --git a/master/.doctrees/interface/unit_operations/inlet.doctree b/master/.doctrees/interface/unit_operations/inlet.doctree
index 6d4bec7dcf9e7dfdd3aa914d63a5a5b4c710b9bf..dc72510180e2d5c0c4717fb2c897476f07a3eb35 100644
GIT binary patch
delta 64
zcmdnDhH>8-#tmAGhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfnAT86SrL0GhQFDF6Tf

delta 64
zcmdnDhH>8-#tmAGhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58oq86SrL0GAsR(*OVf

diff --git a/master/.doctrees/interface/unit_operations/lumped_rate_model_with_pores.doctree b/master/.doctrees/interface/unit_operations/lumped_rate_model_with_pores.doctree
index 8750f4c06f04f9ba5769742af0a8f5cf62b71382..cbecdd4884c6b22d94b13e056de7cc974096b589 100644
GIT binary patch
delta 72
zcmdmXkYn3HjtvovhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
b#wnJDiAKq3sfo><jP0F_jN3aInRMj=SN;{}

delta 72
zcmdmXkYn3HjtvovhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
b7KxTd29_4)i5AVBjP0F_jN3aInRMj=QM472

diff --git a/master/.doctrees/interface/unit_operations/lumped_rate_model_without_pores.doctree b/master/.doctrees/interface/unit_operations/lumped_rate_model_without_pores.doctree
index aac800721d26ea86820fcb7be8f62b22c76bb96f..8be0d11f36882b13853f33bd12ee95ef0d89a1ea 100644
GIT binary patch
delta 68
zcmaF7k>&A5mJM-?hM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
X#wnJDiAKq3sfo?~jNAJe8AHSY59}2;

delta 68
zcmaF7k>&A5mJM-?hDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
X7KxTd29_4)i5AWMjNAJe8AHSY3i=e`

diff --git a/master/.doctrees/interface/unit_operations/multi_channel_transport_model.doctree b/master/.doctrees/interface/unit_operations/multi_channel_transport_model.doctree
index 8a53119f3a4bb7d9f045f38bbc918ce164767630..57e14f609002d6fcd1d5ad021df74f847e70d25d 100644
GIT binary patch
delta 68
zcmaF5n&s(gmJLyihM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
X#wnJDiAKq3sfo?qjN7{z8KXo148;{D

delta 68
zcmaF5n&s(gmJLyihDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
X7KxTd29_4)i5AV>jN7{z8KXo12h$YL

diff --git a/master/.doctrees/interface/unit_operations/outlet.doctree b/master/.doctrees/interface/unit_operations/outlet.doctree
index cb5117c11690fc4dec5b2e578bad2460258bb15a..05694cd747d2e4f617ea5fc4cd4c51829666e69e 100644
GIT binary patch
delta 62
zcmZp4Xmr@1!)TaUU}~BZpOT@UXkuYvYMGc~X<=Y&YM7d8nr512o@{1nU}|8LY;K%l
RX_#n~oR*rnIhJvW8~{cT5@Y}X

delta 62
zcmZp4Xmr@1!)Rz!k(FgyX>P8cW^QI;YLsZ6VvuB-XquX4m||vbYHn$2nVOnxlxC4=
RX=Gq&VV-EQIhJvW8~{Rg5)J?W

diff --git a/master/.doctrees/interface/unit_operations/radial_flow_models.doctree b/master/.doctrees/interface/unit_operations/radial_flow_models.doctree
index 6eadc7fd8bcf4e097936031832586fda6086ab29..284bef1a2a9296fafdd6149c80b54c73ce47439f 100644
GIT binary patch
delta 73
zcmdlmfoTH}xiFe#7MPmm#HVEFCz@E8m|7;LSXvkun;NF3nx>hinJ1f>8kiawC7T<k
bSQ;i8C8wn(>Zjx<>ra+t)7iX?v8xRLN8%Qc

delta 73
zcmdlmfoTH}xiFd;Rb*wER+^jZr<t3Xm>MOTrx+xeCYq+E8K#(-o0?miTBfEZ8>Lw!
bS{fNxT9_wV=%?f->ra+t)7iX?v8xRLK|&Tf

diff --git a/master/.doctrees/license.doctree b/master/.doctrees/license.doctree
index fdd6d78510b53c1b7f5b976c575d99d78227b893..220d04554a8ece94c0428bd68b200be4f8480646 100644
GIT binary patch
delta 68
zcmZ3vlV#;jmJPm)hM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
X#wnJDiAKq3sfo>XjN9uN8MUPW@S7BS

delta 68
zcmZ3vlV#;jmJPm)hDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
X7KxTd29_4)i5AUujN9uN8MUPW>!}na

diff --git a/master/.doctrees/modelling/binding/bi_steric_mass_action.doctree b/master/.doctrees/modelling/binding/bi_steric_mass_action.doctree
index 073179d241a19fa5f1b7421ba725b0854bceb082..fd5badda969e11a9d245785b53ce5ce2792ac108 100644
GIT binary patch
delta 62
zcmdlSzd3$`2cuzTfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=1N8@Jpgi46662?

delta 62
zcmdlSzd3$`2cw};MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=1N8@JpgXH5{>`>

diff --git a/master/.doctrees/modelling/binding/extended_mobile_phase_modulator_langmuir.doctree b/master/.doctrees/modelling/binding/extended_mobile_phase_modulator_langmuir.doctree
index 095bcb06c0b6eefe1e5cd0199546db90edfe4b67..04319dc6dab5b3543e515c1791141ef118260bde 100644
GIT binary patch
delta 62
zcmZ4CvchFU9;0DqfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=J|}B3IJ*h6D0ru

delta 62
zcmZ4CvchFU9;2aAMOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=J|}B3IJwu63+kt

diff --git a/master/.doctrees/modelling/binding/freundlich_ldf.doctree b/master/.doctrees/modelling/binding/freundlich_ldf.doctree
index bff5be418e301e6008172e431751ef4bbcfe9ca5..c5895fbae8f7123ed3c69ae4a50821916f8dd473 100644
GIT binary patch
delta 71
zcmX>Rbs}nm6{A^ZfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
brD38`a$0JleoB6_{^X6U3Y#Y|?$8DRG;|h<

delta 71
zcmX>Rbs}nm6{DF^MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
brICT9g?XZdeoB6_{^X6U3Y#Y|?$8DREz}k?

diff --git a/master/.doctrees/modelling/binding/generalized_ion_exchange.doctree b/master/.doctrees/modelling/binding/generalized_ion_exchange.doctree
index bf6c5546317ad7a92e763f3a441e91b399c6b688..93b745b9eff6f0fbe3ebc52312e51d86ad9356da 100644
GIT binary patch
delta 62
zcmez9|IvSgAERMrfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=6c2=H2{h>6MO&w

delta 62
zcmez9|IvSgAETjBMOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=6c2=H2{X36D9xv

diff --git a/master/.doctrees/modelling/binding/hic_constant_water_activity.doctree b/master/.doctrees/modelling/binding/hic_constant_water_activity.doctree
index 243dc0cf7d3ded0c6b144dea2c9bf43c186ab768..d9b51d5cebaae5b64a888613f64865a5aaf65ad9 100644
GIT binary patch
delta 71
zcmexv_}y?r2%}kMfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
arD38`a$0JleoB6_{^WWV-Obw>9mD}W5f&u?

delta 71
zcmexv_}y?r2&0)%MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
arICT9g?XZdeoB6_{^WWV-Obw>9mD}PaTU)1

diff --git a/master/.doctrees/modelling/binding/hic_water_on_hydrophobic_surfaces.doctree b/master/.doctrees/modelling/binding/hic_water_on_hydrophobic_surfaces.doctree
index d32f54b7e85167dd54f170fc269e18fb5b03ed95..1d8e27ec65733c5cf557cb43c6cb9051a72b2fd1 100644
GIT binary patch
delta 62
zcmZoPZ8Y7Gz-X9RU}~BZpOT@UXkuYvYMGc~X<=Y&YM7d8nr512o@{1nU}|8LY;K%l
RX_#n~oR*rnc_QNn2>?yr68r!F

delta 62
zcmZoPZ8Y7Gz-VYxk(FgyX>P8cW^QI;YLsZ6VvuB-XquX4m||vbYHn$2nVOnxlxC4=
RX=Gq&VV-EQc_QNn2>?n&5~ctE

diff --git a/master/.doctrees/modelling/binding/index.doctree b/master/.doctrees/modelling/binding/index.doctree
index 102943086f0abf4feed4fd330fe0a7cdf1b3341f..1bd83b728c05e50026832c3ee312c4214313c795 100644
GIT binary patch
delta 68
zcmdnc!Lk8}^cW2@3rtOO;!`s86HP2kOf3^rEG-O-O$}31P18)%%#+Pb4NMJ;lFf}%
WEDaNllG9QXo8uX`$1^fsWC8%wXcSif

delta 68
zcmdnc!Lk8}^cW3|DzdUnE6vUI)6C6GOpOxFQw)+!6HQao3{%X^P0cM$EmKpIjnXU<
WEsYE;EzA=wn&TO_$1^fsWC8%rb`${s

diff --git a/master/.doctrees/modelling/binding/linear.doctree b/master/.doctrees/modelling/binding/linear.doctree
index 46b2b77f964abb486105deb18762bddc2a788936..20e7d5b30d5db2df0fa8f1c142cb54779e601250 100644
GIT binary patch
delta 62
zcmeyN@<U~V7NcQifvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=4eJ)K>%<O5`q8#

delta 62
zcmeyN@<U~V7Nen2MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=4eJ)K>%!b5-b1!

diff --git a/master/.doctrees/modelling/binding/mobile_phase_modulator_langmuir.doctree b/master/.doctrees/modelling/binding/mobile_phase_modulator_langmuir.doctree
index d187e49645029beb70d1fce6e5baedc82f8c05c0..8776f9767ad6e29802053e24fb36feb62763405b 100644
GIT binary patch
delta 61
zcmeCR@3r3$!)TaUU}~BZpOT@UXkuYvYMGc~X<=Y&YM7d8nr512o@{1nU}|8LY;K%l
QX_#n~oR*rnxR+5507D=WCIA2c

delta 61
zcmeCR@3r3$!)Rz!k(FgyX>P8cW^QI;YLsZ6VvuB-XquX4m||vbYHn$2nVOnxlxC4=
QX=Gq&VV-EQxR+5506*Lj&;S4c

diff --git a/master/.doctrees/modelling/binding/multi_component_anti_langmuir.doctree b/master/.doctrees/modelling/binding/multi_component_anti_langmuir.doctree
index e7d1cc9ae008b4d36bb43fba201838f3c91d7b72..628a1e009b4a441d7128870f6f795da33494a2e3 100644
GIT binary patch
delta 62
zcmeA(>@(aD!DyISU}~BZpOT@UXkuYvYMGc~X<=Y&YM7d8nr512o@{1nU}|8LY;K%l
RX_#n~oR*rnxs#Dq8~{#n5)uFa

delta 62
zcmeA(>@(aD!Dwhyk(FgyX>P8cW^QI;YLsZ6VvuB-XquX4m||vbYHn$2nVOnxlxC4=
RX=Gq&VV-EQxs#Dq8~{q!5xf8Z

diff --git a/master/.doctrees/modelling/binding/multi_component_bi_langmuir.doctree b/master/.doctrees/modelling/binding/multi_component_bi_langmuir.doctree
index 9a23fc8dd8161aeb1926aa1b6c8f74333019bba4..142524a5e37655b1687d85ae2d2524804818c4a1 100644
GIT binary patch
delta 71
zcmezC^w()a2%}kMfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
brD38`a$0JleoB6_{^Z%Lx|_E%9+L+EOMVvq

delta 71
zcmezC^w()a2&0)%MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
brICT9g?XZdeoB6_{^Z%Lx|_E%9+L+EMBWyt

diff --git a/master/.doctrees/modelling/binding/multi_component_bi_langmuir_ldf.doctree b/master/.doctrees/modelling/binding/multi_component_bi_langmuir_ldf.doctree
index 790bfa8f2bb1835037d5891bf52f8ca52dc233a3..2a4cc0f17e1678d3f711a9e7d6e744f2ab24d13c 100644
GIT binary patch
delta 62
zcmaE<|5ATL45MLYfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=3d4aF#vji6CwZr

delta 62
zcmaE<|5ATL45Oh@MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=3d4aF#vYv63hSq

diff --git a/master/.doctrees/modelling/binding/multi_component_colloidal.doctree b/master/.doctrees/modelling/binding/multi_component_colloidal.doctree
index c7280548575470f60e26424d1555ac1ff3930094..4e6b1924d9b3e4215264c3cb8b1cd120707179e2 100644
GIT binary patch
delta 62
zcmZ2py}Wuu0Ha}MfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=0-*}8vuKX6Al0X

delta 62
zcmZ2py}Wuu0HdK%MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=0-*}8vu9k61V^W

diff --git a/master/.doctrees/modelling/binding/multi_component_langmuir.doctree b/master/.doctrees/modelling/binding/multi_component_langmuir.doctree
index f6b3a07cc8d7d5581b04068d342eb90efb9781fd..608ca5b03161d941e41fe99491779c2cf8f1226a 100644
GIT binary patch
delta 62
zcmaE*`ATzxAERMrfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=6c3#VE}aR69@nR

delta 62
zcmaE*`ATzxAETjBMOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=6c3#VE}Pe60!gQ

diff --git a/master/.doctrees/modelling/binding/multi_component_langmuir_ldf.doctree b/master/.doctrees/modelling/binding/multi_component_langmuir_ldf.doctree
index 6258eacb001e6cd56e9ec61c946315b9f506e9e3..e1d0272be8897e15b6faa0bf47b22c02941a0bcb 100644
GIT binary patch
delta 62
zcmX@Dds=rx7^7ikfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=5|IGQ2=SB61@Nb

delta 62
zcmX@Dds=rx7^9(4MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=5|IGQ2=HO5@!Ga

diff --git a/master/.doctrees/modelling/binding/multi_component_langmuir_ldf_liquid_phase.doctree b/master/.doctrees/modelling/binding/multi_component_langmuir_ldf_liquid_phase.doctree
index 88e8270819cce45f9f7236348dc19c76c4d97e27..4380f5bce15b164fac542bff8b8dab996715a492 100644
GIT binary patch
delta 62
zcmdm~zf*rh0i$7NfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=7o$BVgP5{5~ctE

delta 62
zcmdm~zf*rh0i&T&MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=7o$BVgO`95>NmD

diff --git a/master/.doctrees/modelling/binding/multi_component_spreading.doctree b/master/.doctrees/modelling/binding/multi_component_spreading.doctree
index 7157c5015c1abf27e1ab1ebf50281a24c1373295..259e7a11528ede8bf7d7b799f86ea65bd87c0271 100644
GIT binary patch
delta 62
zcmccZc-wJ90Ha}MfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=0?USc>sBB6Bz&i

delta 62
zcmccZc-wJ90HdK%MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=0?USc>s0O62kxh

diff --git a/master/.doctrees/modelling/binding/multi_state_steric_mass_action.doctree b/master/.doctrees/modelling/binding/multi_state_steric_mass_action.doctree
index 38a78446996c7eb91b77a00f15dd1ff2748c125a..f3b945ec1be2edbdc5de4c5c5e842cf07365a098 100644
GIT binary patch
delta 62
zcmZoqX;0Y@#b}sWU}~BZpOT@UXkuYvYMGc~X<=Y&YM7d8nr512o@{1nU}|8LY;K%l
RX_#n~oR*rnxtp=Z003l!68-=H

delta 62
zcmZoqX;0Y@#b{_$k(FgyX>P8cW^QI;YLsZ6VvuB-XquX4m||vbYHn$2nVOnxlxC4=
RX=Gq&VV-EQxtp=Z003a>5~u(G

diff --git a/master/.doctrees/modelling/binding/saska.doctree b/master/.doctrees/modelling/binding/saska.doctree
index 3590bd6c1ca0838360fd8ac4c6ea4c09e335d4b4..b42cc110ecfef75686ce433ada0972a4363177f5 100644
GIT binary patch
delta 62
zcmX@5c1mr72BTqSfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=19hmf&g4Y68ZoD

delta 62
zcmX@5c1mr72BV=-MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=19hmf&f^l5~KhC

diff --git a/master/.doctrees/modelling/binding/self_association.doctree b/master/.doctrees/modelling/binding/self_association.doctree
index 06c9e47e5ee04781c2804c7b546103464c446b8d..9a0cc911897136fdf8d6e8c95474b8ef376f655a 100644
GIT binary patch
delta 62
zcmX?af8KtB9iw4pfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=6uEkIRI{k65ap+

delta 62
zcmX?af8KtB9iyR9MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=6uEkIRI+x5{Li*

diff --git a/master/.doctrees/modelling/binding/simplified_multi_state_steric_mass_action.doctree b/master/.doctrees/modelling/binding/simplified_multi_state_steric_mass_action.doctree
index c59ffc6c5f7b98c73e13ddbd2c29eb0219079386..9e4b3623e96fed8540056116803b4474c9d43262 100644
GIT binary patch
delta 62
zcmZn*ZVTQ}z-X9RU}~BZpOT@UXkuYvYMGc~X<=Y&YM7d8nr512o@{1nU}|8LY;K%l
RX_#n~oR*rnc_HIdbpT=+6J`Ja

delta 62
zcmZn*ZVTQ}z-VYxk(FgyX>P8cW^QI;YLsZ6VvuB-XquX4m||vbYHn$2nVOnxlxC4=
RX=Gq&VV-EQc_HIdbpT#}6A%CZ

diff --git a/master/.doctrees/modelling/binding/steric_mass_action.doctree b/master/.doctrees/modelling/binding/steric_mass_action.doctree
index 466976f7eb4460b978ad5889fa18449f9de9d409..0dea60bac09f3946ed564a2f337c13d10047c180 100644
GIT binary patch
delta 71
zcmccUd(n4;6QfyXfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
brD38`a$0JleoB6_{^VJ#Dx2ppnyLZ-GV&Gr

delta 71
zcmccUd(n4;6Qh|?MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
brICT9g?XZdeoB6_{^VJ#Dx2ppnyLZ-EK(Ju

diff --git a/master/.doctrees/modelling/index.doctree b/master/.doctrees/modelling/index.doctree
index 7781c902daddcd1e7caca41e1d4250bf4533ba66..2a2663e907ffb95f460edc1dc7226de889989f8b 100644
GIT binary patch
delta 62
zcmeBE?Ni;L!f2RTU}~BZpOT@UXkuYvYMGc~X<=Y&YM7d8nr512o@{1nU}|8LY;K%l
RX_#n~oR*rnIh4^-5CA;S5x@Wd

delta 62
zcmeBE?Ni;L!f0qzk(FgyX>P8cW^QI;YLsZ6VvuB-XquX4m||vbYHn$2nVOnxlxC4=
RX=Gq&VV-EQIh4^-5CAzf5o!Pc

diff --git a/master/.doctrees/modelling/networks.doctree b/master/.doctrees/modelling/networks.doctree
index 1e0ffc1214e49eaeea956f324128c5ec0780e891..aa528d6c2a94c861028a6089f43bb0d9bb2f89e6 100644
GIT binary patch
delta 64
zcmZ2Ak7?CBrVUDrhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfn9|8L#&O0Ep=n1ONa4

delta 64
zcmZ2Ak7?CBrVUDrhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58oK8L#&O0EJHzt^fc4

diff --git a/master/.doctrees/modelling/reaction/index.doctree b/master/.doctrees/modelling/reaction/index.doctree
index 150586cd9da05b52c1549d4036bebfeb2edcd941..e23ef8d2158b76518e10add14a0cc3dd807d08be 100644
GIT binary patch
delta 62
zcmeyI{yBYv0i$7NfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=0wIxMgWhH6QBS9

delta 62
zcmeyI{yBYv0i&T&MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=0wIxMgWWU6G{L8

diff --git a/master/.doctrees/modelling/reaction/mass_action_law.doctree b/master/.doctrees/modelling/reaction/mass_action_law.doctree
index 2445589bb096a2a7891e4daf0e89f284294c059a..455645f142414f2c12cc6624923ccc31b4d23cc8 100644
GIT binary patch
delta 64
zcmdnHgK_T;#tk-%hM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfn9&881Wu0Hh`qRsaA1

delta 64
zcmdnHgK_T;#tk-%hDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58o4881Wu0HBN%00000

diff --git a/master/.doctrees/modelling/reaction/michaelis_menten_kinetics.doctree b/master/.doctrees/modelling/reaction/michaelis_menten_kinetics.doctree
index 64b06e526c7ae4c8dd0d0840069360618a474fbc..d5820439660660945dc27339d00aaed178dbeb1d 100644
GIT binary patch
delta 62
zcmaFw^xkPh0Ha}MfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=0?VM@&JUD6W0I$

delta 62
zcmaFw^xkPh0HdK%MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=0?VM@&JJQ6M+B#

diff --git a/master/.doctrees/modelling/unit_operations/2d_general_rate_model.doctree b/master/.doctrees/modelling/unit_operations/2d_general_rate_model.doctree
index b781d9226dabad380b63a0724dd16bc95a34e4ec..19470e951cf90762cc1f2449f5f329526952bd1f 100644
GIT binary patch
delta 64
zcmaE{pYg?h#trU_hM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
T#wnJDiAKq3sfn8_7z^S6zGW12

delta 64
zcmaE{pYg?h#trU_hDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
T7KxTd29_4)i58nH7z^S6y2}(E

diff --git a/master/.doctrees/modelling/unit_operations/cstr.doctree b/master/.doctrees/modelling/unit_operations/cstr.doctree
index 2b9896266b315ebd704ab3f2bbb7d7fd50f3aae3..8d6cfa297fe5dac8117c506acdec58dcd069a0ac 100644
GIT binary patch
delta 71
zcmZqnZ1&us#%PvVU}~BZpOT@UXkuYvYMGc~X<=Y&YM7d8nr512o@{1nU}|8LY;K%l
aX_#n~oR*rXpOT-fKiQ8{ZgUkQr!oNhkrbQ&

delta 71
zcmZqnZ1&us#%N|#k(FgyX>P8cW^QI;YLsZ6VvuB-XquX4m||vbYHn$2nVOnxlxC4=
aX=Gq&VV-EApOT-fKiQ8{ZgUkQr!oNa@f1b?

diff --git a/master/.doctrees/modelling/unit_operations/general_rate_model.doctree b/master/.doctrees/modelling/unit_operations/general_rate_model.doctree
index eb1027ed2d7c617f1fa38c6301ffe24315ee864f..0f64c23df533be11e905085dbc639ca183b00fb7 100644
GIT binary patch
delta 80
zcmbRHl6CG&)(uXKrkMq%raAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
k#wnJDiAKq3sfqe2`N@;t&5@qGj8&+43FG!9jEp~v0516(8~^|S

delta 80
zcmbRHl6CG&)(uXKrbZQ6S*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
k7KxTd29_4)i5B`P`N@;t&5@qGj8&+43FG!9jEp~v044t##sB~S

diff --git a/master/.doctrees/modelling/unit_operations/index.doctree b/master/.doctrees/modelling/unit_operations/index.doctree
index 10ff56e17589c36bd878142695532e25aa5f410c..874b26b08c2340576ef8cb1da9dbd7163a7e91c8 100644
GIT binary patch
delta 62
zcmZpyYpmN~!)TaUU}~BZpOT@UXkuYvYMGc~X<=Y&YM7d8nr512o@{1nU}|8LY;K%l
RX_#n~oR*rnIhS#YEdXZk6Au6Y

delta 62
zcmZpyYpmN~!)Rz!k(FgyX>P8cW^QI;YLsZ6VvuB-XquX4m||vbYHn$2nVOnxlxC4=
RX=Gq&VV-EQIhS#YEdXOx61e~X

diff --git a/master/.doctrees/modelling/unit_operations/inlet.doctree b/master/.doctrees/modelling/unit_operations/inlet.doctree
index 989fbab4c943d642d26a6a1a06bf2fb2d4c84b42..dff65504cd2ab30f9fc89e4d5df2ad90c8a2f52a 100644
GIT binary patch
delta 62
zcmdmIvCm?I2BTqSfvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=19h;QUG4;69WJM

delta 62
zcmdmIvCm?I2BV=-MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=19h;QUF_060HCL

diff --git a/master/.doctrees/modelling/unit_operations/lumped_rate_model_with_pores.doctree b/master/.doctrees/modelling/unit_operations/lumped_rate_model_with_pores.doctree
index 458535423158a22cf6e0e87bc2e2cd3da9c784bd..dc3cc1f258322b9a4156fe0132c989ae5654b4b8 100644
GIT binary patch
delta 64
zcmbQajdA8S#tmVNhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfnB087D;o0GCk{{{R30

delta 64
zcmbQajdA8S#tmVNhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58pN87D;o0F$>9sQ>@~

diff --git a/master/.doctrees/modelling/unit_operations/lumped_rate_model_without_pores.doctree b/master/.doctrees/modelling/unit_operations/lumped_rate_model_without_pores.doctree
index 977799b75af67ef6cc8c4f0f6bb08d26d5a92ec1..22c294c9cbb3341eb5180f16757d60b95758ccf1 100644
GIT binary patch
delta 64
zcmZ3vo^j=R#tkuyhM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
T#wnJDiAKq3sfn9=8D+u%oI?|&

delta 64
zcmZ3vo^j=R#tkuyhDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
T7KxTd29_4)i58oC8D+u%n5h#^

diff --git a/master/.doctrees/modelling/unit_operations/multi_channel_transport_model.doctree b/master/.doctrees/modelling/unit_operations/multi_channel_transport_model.doctree
index 195c10c5d91c62d422130fd87d56849f13187498..7ef015e545d3effe7051c28e7519fcc6806e26fa 100644
GIT binary patch
delta 64
zcmcaTm+AIgrVSB{hM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
T#wnJDiAKq3sfn9A8H0KOtS=Nx

delta 64
zcmcaTm+AIgrVSB{hDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
T7KxTd29_4)i58nX8H0KOsFf4-

diff --git a/master/.doctrees/modelling/unit_operations/outlet.doctree b/master/.doctrees/modelling/unit_operations/outlet.doctree
index 1124bd2243f3c5811e24188523c8f86e801eede9..1e0251f01c3f9901aff43a47e54230faab624cc6 100644
GIT binary patch
delta 62
zcmX@9b5du67NcQifvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ=4i%uA^=|y69@nR

delta 62
zcmX@9b5du67Nen2MOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI=4i%uA^=-<60!gQ

diff --git a/master/.doctrees/requirements.doctree b/master/.doctrees/requirements.doctree
index 9e5c8c7e5a2847a91c92dfffe25ee3f5d39c2eb0..41c7fc57a71ebd906e2540ddaff8a3cd11fe4fe2 100644
GIT binary patch
delta 62
zcmZpdXqVVf%4nEbU}~BZpOT@UXkuYvYMGc~X<=Y&YM7d8nr512o@{1nU}|8LY;K%l
RX_#n~oR*rnc^P9O7XU{05?cTO

delta 62
zcmZpdXqVVf%4ld*k(FgyX>P8cW^QI;YLsZ6VvuB-XquX4m||vbYHn$2nVOnxlxC4=
RX=Gq&VV-EQc^P9O7XU+D5(NMN

diff --git a/master/.doctrees/simulation/index.doctree b/master/.doctrees/simulation/index.doctree
index 0c6df67fb02c50b2f4cd37d47739cc395723c9d3..152d1b30b2a7d1c7e84616703489532ab4ce73d1 100644
GIT binary patch
delta 64
zcmX^8iTU&=<_&6$hM5JXraAE`8TyGP7AB^ai7A#A2F9j_si~%ErfKHMW~K(F21d!|
U#wnJDiAKq3sfnAz8NYl70K;<?e*gdg

delta 64
zcmX^8iTU&=<_&6$hDH@xS*Dfd=K5*oW+tXaiRLK=Nv4UWscD8OX6B~mmZp}esmVrZ
U7KxTd29_4)i58o~8NYl70KeH4DF6Tf

diff --git a/master/.doctrees/zbibliography.doctree b/master/.doctrees/zbibliography.doctree
index f7558f6d3534abe1c333628f3319231d4166c94c..ba081662fa0fe18e9f7b754100ffb537410fd441 100644
GIT binary patch
delta 62
zcmaE<{!)EIIHO@^fvIUud`gCXqKSoxsbyk{rG<g9sbOlWX_{%8d9s<QfvJH}vbk}J
RrD38`a$0KQ<_^Y0Apmui6A1tS

delta 62
zcmaE<{!)EIIHRFaMOKz+rMbC&nz@;YsZpYNib0ZTqG@WHVTzf#skx=8Wol}&QJO`f
RrICT9g?XaI<_^Y0Apmjv60-mR

diff --git a/master/_images/breakthrough_chromatogram1.png b/master/_images/breakthrough_chromatogram1.png
new file mode 100644
index 0000000000000000000000000000000000000000..b430fe39a3bfffd8c88a077d2aff9945d79c721e
GIT binary patch
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diff --git a/master/_sources/developer_guide/build_options.rst.txt b/master/_sources/developer_guide/build_options.rst.txt
index d52868e5b..4706161ac 100644
--- a/master/_sources/developer_guide/build_options.rst.txt
+++ b/master/_sources/developer_guide/build_options.rst.txt
@@ -1,4 +1,4 @@
-.. _build_options
+.. _build_options:
 
 CADET build options
 ===================
diff --git a/master/_sources/developer_guide/cadet_core_architecture.rst.txt b/master/_sources/developer_guide/cadet_core_architecture.rst.txt
index 0a7602756..0c0674765 100644
--- a/master/_sources/developer_guide/cadet_core_architecture.rst.txt
+++ b/master/_sources/developer_guide/cadet_core_architecture.rst.txt
@@ -1,4 +1,4 @@
-.. _cadet_core_architecture
+.. _cadet_core_architecture:
 
 Software Architecture
 =====================
@@ -33,10 +33,9 @@ Implementation Details
 ^^^^^^^^^^^^^^^^^^^^^^
 
 Classes and realationships
-Include figure 3.4 and/or 3.6 from Sams Diss
 
 .. _LibcadetClasses: 
-.. figure:: architecture_libcadet_classes.png
+.. figure:: _images/architecture_libcadet_classes.png
 
 
    Selected relationships of classes in ``libcadet`` [1]_.
diff --git a/master/_sources/developer_guide/cadet_python.rst.txt b/master/_sources/developer_guide/cadet_python.rst.txt
new file mode 100644
index 000000000..1da8c269b
--- /dev/null
+++ b/master/_sources/developer_guide/cadet_python.rst.txt
@@ -0,0 +1,273 @@
+.. _cadet_python:
+
+CADET-Python Introduction
+=========================
+
+The CADET-Python API can be very useful for developers as it allows to create an arbitrary input configuration for CADET-Core.
+This is especially useful when new methods and models are added, which are not (yet) supported by the CADET-Process frontend.
+To demonstrate the use of CADET-Python, we set up a simulation in the following.
+
+Performing a forward simulation comprises several steps: 
+  * Setting up the model including all parameters and discretization options
+  * Defining sections and switches 
+  * Setting up the simulator and actually running the simulation 
+  * Evaluating results (e.g., plotting)
+
+In this tutorial, we will build a simple forward simulation with a breakthrough of one component using the following system:
+
+.. figure:: _images/breakthrough_system.png
+
+For this purpose, we use :ref:`CADET-Python <cadet_python>`, a file based frontend for CADET.
+CADET still must be downloaded (or built from source) as explained in the :ref:`installation guide <installation>`.  
+The Python frontend almost exactly maps to the documented :ref:`CADET file format <file_format>` except that all dataset names are lowercase.
+This simplifies using the frontend.
+The package includes a ``Cadet`` class which serves as a generic HDF5 frontend.
+
+As an example, we consider setting the external porosity for the column model (``unit_001``).
+From :ref:`file format <general_rate_model_config>`, the path for this is ``/input/model/unit_001/COL_POROSITY``.
+In the Python frontend, this becomes:
+
+.. code-block:: Python3
+
+    sim = Cadet()
+    sim.root.input.model.unit_001.col_porosity = 0.33
+
+0. Preliminary Steps
+--------------------
+
+First, we need to import some libraries and specify the location of the ``cadet-cli`` executable (core simulator).
+It is located in the ``bin`` folder where CADET was installed.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 2-6
+
+
+To create the model and specify its parameters, we create an instance of the ``Cadet`` class.
+In the ``root`` attribute of this object, the parameter structure is defined as described in the :ref:`file format reference <FFIntroduction>`.
+It is implemented as a ``Dict`` of the |addict package|_.
+This allows for creating arbitrary nested dictionaries using dot-notation.
+
+.. |addict package| replace:: ``addict`` package
+.. _addict package: https://github.com/mewwts/addict
+
+.. warning:: Note, that the ``Cadet`` class does not provide any sanity checks.
+  If parameters are misspelled or have the wrong dimensions, they are simply ignored.
+  This can cause problems later on, when the simulator is run.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 9
+
+
+1. Setting Up the Model
+-----------------------
+
+Although the order of the parameter specification does not matter, it is reasonable to first specify the number of unit operations before we select the models and define the parameters.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 12 
+
+The available models are listed in the :ref:`unit operation chapter <unit_operation_models>`.
+The units of the different parameters and quantities are given in the corresponding :ref:`file format <unit_operation_config>` of the respective unit operation.
+
+Inlet Model
+^^^^^^^^^^^
+
+In CADET, the ``INLET`` pseudo unit operation serves as a source for the system and is used to create arbitary concentration profiles as boundary conditions.
+First, we define an ``INLET`` as the first unit operation by adding the field ``unit_000`` in the ``/input/model/`` group.
+The concentration profile is described using a piecewise cubic polynomial (cubic spline in the continuous case) for each component, where the pieces are given by the time sections.
+Later, we will define the polynomials, when we look at time sections.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 15-17
+
+General Rate Model
+^^^^^^^^^^^^^^^^^^
+
+We now add a second unit operation, the column model.
+For the :ref:`general rate model model <general_rate_model_model>`, we set the ``unit_type`` parameter of the corresponding unit operation model to ``GENERAL_RATE_MODEL``.
+In this group, we set the parameters related to transport and column geometry.
+For a more detailed description of the parameters and their units, see the :ref:`corresponding file format <general_rate_model_config>`.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 20-34
+
+Note that film, particle, and surface diffusion are all component-specific, that is, they are vectors of length ``n_components``.
+
+Adsorption Model
+~~~~~~~~~~~~~~~~
+
+Every column model can be equipped with an adsorption model.
+The available models are listed in the :ref:`binding model chapter <binding_models>`.
+
+For the :ref:`Langmuir model <multi_component_langmuir_model>`, we set the ``adsorption_model`` parameter of the corresponding unit operation model to ``MULTI_COMPONENT_LANGMUIR``.
+Then, we decide if we want to use the :ref:`rapid-equilibrium assumption <binding_models>` in the binding model (``is_kinetic = False``), which is not the case here (dynamic binding).
+Finally, the parameters of the binding model have to be set for each component (they are vectors of length ``n_components``).
+They are described in the :ref:`corresponding file format specification <multi_component_langmuir_config>`.
+In case of the Langmuir model, we have to specify the parameters ``kA``, ``kD``, and ``qMAX``.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 37-41
+
+Initial Conditions
+~~~~~~~~~~~~~~~~~~
+
+Next, we specify the initial conditions (concentration of the components in the mobile and stationary phases) for the column.
+These concentrations are entered as vectors, where each entry gives the concentration for the corresponding component.
+In this example, we start with an empty column.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 44-45
+
+Setting up the Discretization
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+There are several options for adapting the spatial discretization of the PDE model.
+However, the two most important ones are the number of grid cells in the column (axial direction) and the particles, which are also set in this example.
+We choose ``20`` axial cells in the column ``ncol`` and ``5`` radial cells in the particle ``npar``.
+
+.. warning:: These are rather low values to make the examples run faster, since they are only for educational purposes.
+  In practice, much higher values are expected (say 100-200 axial cells and 16-32 particle cells).
+  Note that the WENO scheme, which handles the advection, drastically reduces the required amount of cells compared to an upwind scheme.
+
+Moreover, we have to specify the number of bound states for each component.
+Finally, we set some other options for the discretization, which usually do not need to be changed.  
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 48-66 
+
+Outlet Model
+^^^^^^^^^^^^
+
+The ``OUTLET`` is another pseudo unit operation that serves as sink for the system.
+
+.. note:: In this case, the outlet unit is actually not required. We could use the outlet concentration signal of the column model instead.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 69-70 
+
+
+2. Setting up Time Sections and Connections
+-------------------------------------------
+
+Time Sections
+^^^^^^^^^^^^^
+
+:ref:`Time sections <SimTimeSectionsTransitions>` are used to specify changes of parameter values during the simulation.
+A section typically corresponds to an operating step (load, wash, elute etc.), but can also be used to indicate changes in connectivity, or even discontinuities of :ref:`model parameters <section_dependent_parameters>`.
+
+In the ``/input/solver/sections/`` group, ``nsec`` denotes the number of sections.
+The start and end times of a section are given in the ``section_times`` vector.
+It should always start at ``0.0`` and contains ``nsec + 1`` values, that is, the ``i``\ th section goes from ``section_times[i]`` to ``section_times[i+1]``.
+
+The ``section_continuity`` indicates whether a transition from one section to the next is continuous in both the inlet and the parameters.
+It has ``nsec - 1`` number of values, since there is one transition less than there are sections.
+The continuity is used in CADET’s time integrator, which needs to decide whether to restart on entering a new section.
+If the transition is continuous, the time integrator can try to step over the transition without restarting, thus saving some computation time (since the restart is costly).
+If you are unsure about the continuity, just leave it at ``0``.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 73-75  
+
+As mentioned earlier, we now define the ``INLET`` profile using a piecewise cubic polynomial. 
+On each section :math:`[ t_i, t_{i+1} ]` a cubic polynomial :math:`p_i` is defined:
+
+.. math::
+
+   p_i( t ) = d * (t - t_i)^3 + c * (t - t_i)^2 + b * (t - t_i) + a,
+
+where the coefficients of the polynomial are ``const_coeff`` (a), ``lin_coeff`` (b), ``quad_coeff`` (c), and ``cube_coeff`` (d).
+Note that the constant coefficient ``const_coeff`` determines the starting concentration on each section.
+The stopping concentration is given by :math:`p_i( t_{i+1} )` or :math:`p_{i+1}( t_{i+1} )` in case of a continuous profile.
+
+In this example, which has only one section, we define its coefficients by adding the field ``sec_000`` to the inlet unit (``unit_000``).
+Since the column should be constantly fed with :math:`1.0 \cdot 10^{-3} mol / m^3`, we set ``const_coeff`` to ``[1.0e-3]`` and all other cofficients to ``[0.0]``.
+Note that for more components, a vector of coefficients needs to be specified.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 78-81 
+
+System Connectivity
+^^^^^^^^^^^^^^^^^^^
+
+In order to specify the :ref:`connectivity of the network <networks>`, we have to provide a list of connections.
+CADET requires that we append all connections to a long vector (i.e., if each connection is a row in a matrix, CADET wants this matrix in row-major storage).
+Moreover, we have to specify the section in which the specified connectivity should be applied.
+
+The elements of a connection are (in order):
+
+   ``[UnitOpID from, UnitOpID to, Component from, Component to, Volumetric flow rate]``
+
+Usually, ``Component from`` and ``Component to`` can be set to ``-1``, which will connect all components from the origin and destination unit operations.
+
+.. note:: Since CADET version 4.1, the flow rates can also be defined with piecewise cubic polynomials.
+  Also, for the 2D General rate model inlet ports need to be speciefied.
+  For more information on the parameters, see the :ref:`file format specification <FFModelSystemConnections>`.
+
+In this case, we connect all components of ``unit_000`` to ``unit_001``, and from ``unit_001`` to ``unit_002``. 
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 84-88
+
+.. note:: Since the flow in the column models is incompressible, the total entering flow rate must equal the total outgoing flow rate.
+  This restriction does not apply to a :ref:`CSTR model <cstr_model>`, because it has a variable volume.
+
+3. Setting Up the Simulator and Running the Simulation
+------------------------------------------------------
+
+Before we can start the simulation, we have to specify some settings for the simulator.
+
+First, we set some options for the solver and the time integrator.
+Usually, these only need to be adapted in special cases.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 91-104
+
+Of these options, the most interesting ones are ``time_integrator.abstol`` and ``time_integrator.reltol``, which control the errors during time integration, and ``nthreads``, which sets the number of CPU cores CADET is allowed to use.
+
+Second, we have to specify which results we want CADET to return.
+For this, we have to specify the ``/input/return/`` group.
+For more information, see the :ref:`file format specification <return>`.
+
+.. note::Because ``return`` is a reserved keyword in Python, we cannot use dot-notation but have to use the ‘proper’ dictionary indexing syntax.
+
+In this example, we want to write the concentration profile of the inlet and outlet of each unit operation.
+In addition, we are interested in the concentration in the interstitial volume (bulk volume) of the column.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 106-115 
+
+Finally, we have to set the time points at which we want to evaluate the solution.
+Note that the end time must not exceed the last section time specified in the model.
+If the time points are not set explicitly, the time integrator outputs the solution at arbitrary time points between ``0`` and ``section_times[-1]``.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 117-118 
+
+The last remaining step is to actually run the simulation.
+For this, we have to specify a filename, save the configuration to ``H5``-format and call call the ``model``\ ’s ``run()`` function.
+We check if the simulation has completed successfully and load the results.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 121-131 
+
+4. Plotting the Results
+-----------------------
+
+The data is stored in the ``/output/`` group of the ``Cadet`` object.
+The structure and format of the data is described in the :ref:`file format specification <FFOutput>`.
+Finally, we plot the concentration signal at the outlet of the column.
+
+.. literalinclude:: examples/breakthrough.py
+    :lines: 134-141
+
+.. image:: _images/breakthrough_chromatogram.png
+
+
+Exercises
+---------
+
+- Add a second inlet section from ``10000`` to ``40000`` seconds in which no sample is fed into the column (rectangular pulse).
+- Increase the length of the column and the flow rate.
+- Increase the desorption coefficient ``MCL_KD``.
+- Add a second component.
+- Plot the concentration profile of the ``INLET`` unit operation
diff --git a/master/_sources/developer_guide/debugging.rst.txt b/master/_sources/developer_guide/debugging.rst.txt
index c5498c95f..be41856a8 100644
--- a/master/_sources/developer_guide/debugging.rst.txt
+++ b/master/_sources/developer_guide/debugging.rst.txt
@@ -1,4 +1,4 @@
-.. _debugging
+.. _debugging:
 
 CADET-Core debugging
 ====================
diff --git a/master/_sources/developer_guide/index.rst.txt b/master/_sources/developer_guide/index.rst.txt
index 17525f597..8afb1ff93 100644
--- a/master/_sources/developer_guide/index.rst.txt
+++ b/master/_sources/developer_guide/index.rst.txt
@@ -14,6 +14,9 @@ Since some developers may be new to collaborative software development using Git
 
 
 .. toctree::
+   :maxdepth: 2
+
+   cadet_python
    cadet_core_architecture
    build_options
    model_expansion
diff --git a/master/_sources/developer_guide/testing.rst.txt b/master/_sources/developer_guide/testing.rst.txt
index 932046d1e..890a7b85d 100644
--- a/master/_sources/developer_guide/testing.rst.txt
+++ b/master/_sources/developer_guide/testing.rst.txt
@@ -1,4 +1,4 @@
-.. _testing
+.. _testing:
 
 CADET-Core testing
 ==================
diff --git a/master/_sources/getting_started/installation.rst.txt b/master/_sources/getting_started/installation.rst.txt
index dc5170e12..3c05ffbb5 100644
--- a/master/_sources/getting_started/installation.rst.txt
+++ b/master/_sources/getting_started/installation.rst.txt
@@ -13,12 +13,10 @@ If you want to extend or modify CADET (e.g., add a custom binding model), you wi
 
 Install pre-built binaries
 ^^^^^^^^^^^^^^^^^^^^^^^^^^
-CADET can be installed via conda from the ``conda-forge channel``.
+CADET can be installed via `conda <https://docs.anaconda.com/free/miniconda/>`_ from the ``conda-forge channel``.
 
 ``conda install -c conda-forge cadet``
 
-This requires a working `conda installation <https://docs.anaconda.com/anaconda/install/index.html>`_.
-
 Optionally, use `mamba <https://github.com/mamba-org/mamba>`_ which uses a faster dependency solver than ``conda``.
 
 ``mamba install -c conda-forge cadet``
@@ -30,29 +28,29 @@ Install from source
 - :ref:`build_windows`
 - :ref:`build_osx`
 
-.. _cadet_python:
+.. _cadet_process:
 
 Install a frontend
 ------------------
 
-As of now, only a Python frontend is provided.
+CADET provides a Python API, called ``CADET-Python``, which can be used to set the model input according to the Interface specifications section.
+Setting up the model using ``CADET-Python`` can become very tedious, especially for systems, and is outdated now that an actual frontend is available:
 
-Install CADET-Python
-^^^^^^^^^^^^^^^^^^^^
+We recommend using the ``CADET-Process`` frontend, which facilitates modeling processes using an object oriented model builder.
+This interface layer provides convenient access to all model parameters in the system.
+It automatically checks validity of the parameter values and sets reasonable default values where possible.
 
-The easiest way to create CADET simulations is to use the `CADET-Python <https://github.com/modsim/CADET-python>`_ frontend.
-For this purpose, we recommend installing `Anaconda <https://www.anaconda.com/>`_.
-Anaconda is a high-performance scientific distribution of Python that includes many common packages needed for scientific and engineering work.
-Download the installer from their `website <https://www.anaconda.com/>`_ and run it for the local user.
+Install CADET-Process
+^^^^^^^^^^^^^^^^^^^^
 
-To install ``CADET-Python``, open an `Anaconda Shell` and execute:
+To install ``CADET-Process``, open an `anaconda shell` or `mamba shell` and execute:
 
 .. code-block:: bash
 
-    pip install cadet-python
+    pip install CADET-Process
 
-If you would also like to use `CADET-Match <https://github.com/modsim/CADET-Match>`_ for parameter estimation, run:
+If you want to use ``CADET-Python``, open an `anaconda shell` or `mamba shell` and execute:
 
 .. code-block:: bash
 
-    pip install cadetmatch
+    pip install CADET-Python 
\ No newline at end of file
diff --git a/master/_sources/getting_started/overview.rst.txt b/master/_sources/getting_started/overview.rst.txt
deleted file mode 100644
index 086e36ba8..000000000
--- a/master/_sources/getting_started/overview.rst.txt
+++ /dev/null
@@ -1,64 +0,0 @@
-.. _overview:
-
-CADET Overview
-==============
-
-Performing a forward simulation comprises several steps:
-
-.. toctree::
-   :maxdepth: 1
-
-For this example, we will use CADET-Python (see :ref:`cadet_python`)
-CADET-Python is a file based interface for CADET.
-CADET still must be downloaded and built from https://github.com/modsim/CADET
-
-CADET-Python almost exactly maps to the documented CADET interface except that all dataset names are lowercase.
-This simplifies using the interface.
-
-This package includes the Cadet class and H5 class.
-H5 can be used as a simple generic HDF5 interface.
-
-As an example look at setting column porosity for column 1.
-From the CADET manual the path for this is /input/model/unit_001/COL_POROSITY
-
-In the python interface this becomes
-``
-sim = Cadet() sim.root.input.model.unit_001.col_porosity = 0.33
-``
-Once the simulation has been created it must be saved before it can be run
-``
-sim.filename = "/path/to/where/you/want/the/file.hdf5" sim.save()
-``
-
-Define unit operation parameters
---------------------------------
-See also: :ref:`unit_operation_models`
-
-Define adsorption and reaction paramters
-----------------------------------------
-See also: :ref:`binding_models`, and :ref:`FFAdsorption`
-
-See also: :ref:`reaction_models`, and :ref:`FFReaction`
-
-
-Setup connections and switches
-------------------------------
-See also: :ref:`simulation`, and :ref:`networks`,
-
-See Tables :ref:`FFModelSystemConnections` and :ref:`FFModelConnectionSwitch`.
-
-
-.. image:: sections.png
-
-
-Configure solver
-----------------
-
-
-Call solver and read results
-----------------------------
-
-``
-sim.load()
-``
-
diff --git a/master/_sources/getting_started/tutorials/breakthrough.rst.txt b/master/_sources/getting_started/tutorials/breakthrough.rst.txt
index dc9447f54..f0cabaf76 100644
--- a/master/_sources/getting_started/tutorials/breakthrough.rst.txt
+++ b/master/_sources/getting_started/tutorials/breakthrough.rst.txt
@@ -2,134 +2,86 @@ CADET Introduction
 ==================
 
 Performing a forward simulation comprises several steps: 
-  * Setting up the model including all parameters and discretization options
-  * Defining sections and switches 
+  * Setting up the model including all parameters
+  * Defining connectivity and dynamic events
   * Setting up the simulator and actually running the simulation 
   * Evaluating results (e.g., plotting)
 
 In this tutorial, we will build a simple forward simulation with a breakthrough of one component using the following system:
 
-.. figure:: _images/breakthrough_system.png
+.. figure:: _images/breakthrough_system.svg
 
-For this purpose, we use :ref:`CADET-Python <cadet_python>`, a file based frontend for CADET.
-CADET still must be downloaded (or built from source) as explained in the :ref:`installation guide <installation>`.  
-The Python frontend almost exactly maps to the documented :ref:`CADET file format <file_format>` except that all dataset names are lowercase.
-This simplifies using the frontend.
-The package includes a ``Cadet`` class which serves as a generic HDF5 frontend.
+For this purpose, we use `CADET-Process <https://cadet-process.readthedocs.io/>`_, an object oriented Python frontend for CADET.
+CADET still must be downloaded (or built from source) as explained in the :ref:`installation guide <installation>`. 
 
-As an example, we consider setting the external porosity for the column model (``unit_001``).
-From :ref:`file format <general_rate_model_config>`, the path for this is ``/input/model/unit_001/COL_POROSITY``.
-In the Python frontend, this becomes:
+.. figure:: _images/cadet_architecture_overview.png
 
-.. code-block:: Python3
-
-    sim = Cadet()
-    sim.root.input.model.unit_001.col_porosity = 0.33
-
-0. Preliminary Steps
---------------------
-
-First, we need to import some libraries and specify the location of the ``cadet-cli`` executable (core simulator).
-It is located in the ``bin`` folder where CADET was installed.
-
-.. literalinclude:: ../../examples/breakthrough.py
-    :lines: 2-6
-
-
-To create the model and specify its parameters, we create an instance of the ``Cadet`` class.
-In the ``root`` attribute of this object, the parameter structure is defined as described in the :ref:`file format reference <FFIntroduction>`.
-It is implemented as a ``Dict`` of the |addict package|_.
-This allows for creating arbitrary nested dictionaries using dot-notation.
-
-.. |addict package| replace:: ``addict`` package
-.. _addict package: https://github.com/mewwts/addict
-
-.. warning:: Note, that the ``Cadet`` class does not provide any sanity checks.
-  If parameters are misspelled or have the wrong dimensions, they are simply ignored.
-  This can cause problems later on, when the simulator is run.
-
-.. literalinclude:: ../../examples/breakthrough.py
-    :lines: 9
+   Relations between CADET-Core, CADET-Python, and CADET-Process.
 
+For more information on how to set up models using CADET-Python, a plain file based API for CADET, please refer to the :ref:`cadet_python`.
 
 1. Setting Up the Model
 -----------------------
 
-Although the order of the parameter specification does not matter, it is reasonable to first specify the number of unit operations before we select the models and define the parameters.
+We first create a ``ComponentSystem``.
+The ``ComponentSystem`` ensures that all parts of the process have the same number of components.
+Moreover, components can be named which automatically adds legends to the plot methods.
 
 .. literalinclude:: ../../examples/breakthrough.py
-    :lines: 12 
+    :lines: 2-5
 
-The available models are listed in the :ref:`unit operation chapter <unit_operation_models>`.
-The units of the different parameters and quantities are given in the corresponding :ref:`file format <unit_operation_config>` of the respective unit operation.
 
 Inlet Model
 ^^^^^^^^^^^
 
-In CADET, the ``INLET`` pseudo unit operation serves as a source for the system and is used to create arbitary concentration profiles as boundary conditions.
-First, we define an ``INLET`` as the first unit operation by adding the field ``unit_000`` in the ``/input/model/`` group.
+In CADET, the ``Inlet`` pseudo unit operation serves as a source for the system and is used to create arbitary concentration profiles as boundary conditions.
 The concentration profile is described using a piecewise cubic polynomial (cubic spline in the continuous case) for each component, where the pieces are given by the time sections.
-Later, we will define the polynomials, when we look at time sections.
-
-.. literalinclude:: ../../examples/breakthrough.py
-    :lines: 15-17
-
-General Rate Model
-^^^^^^^^^^^^^^^^^^
-
-We now add a second unit operation, the column model.
-For the :ref:`general rate model model <general_rate_model_model>`, we set the ``unit_type`` parameter of the corresponding unit operation model to ``GENERAL_RATE_MODEL``.
-In this group, we set the parameters related to transport and column geometry.
-For a more detailed description of the parameters and their units, see the :ref:`corresponding file format <general_rate_model_config>`.
+In this example we set a constant inlet concentration of 1 mM.
 
 .. literalinclude:: ../../examples/breakthrough.py
-    :lines: 20-34
+    :lines: 9-13
 
-Note that film, particle, and surface diffusion are all component-specific, that is, they are vectors of length ``n_components``.
 
+Column Model
+^^^^^^^^^^^^
 Adsorption Model
 ~~~~~~~~~~~~~~~~
 
-Every column model can be equipped with an adsorption model.
+Every unit operation model can be equipped with an adsorption model.
 The available models are listed in the :ref:`binding model chapter <binding_models>`.
 
-For the :ref:`Langmuir model <multi_component_langmuir_model>`, we set the ``adsorption_model`` parameter of the corresponding unit operation model to ``MULTI_COMPONENT_LANGMUIR``.
-Then, we decide if we want to use the :ref:`rapid-equilibrium assumption <binding_models>` in the binding model (``is_kinetic = False``), which is not the case here (dynamic binding).
+For the :ref:`Langmuir model <multi_component_langmuir_model>`, we use the ``Langmuir`` class.
+Then, we decide if we want to use the :ref:`rapid-equilibrium assumption <binding_models>` in the binding model (``binding_model.is_kinetic = False``), which is not the case here (dynamic binding).
 Finally, the parameters of the binding model have to be set for each component (they are vectors of length ``n_components``).
-They are described in the :ref:`corresponding file format specification <multi_component_langmuir_config>`.
-In case of the Langmuir model, we have to specify the parameters ``kA``, ``kD``, and ``qMAX``.
+All model parameters can be listed using the ``parameters`` attribute.
+In case of the Langmuir model, we have to specify the parameters ``adsorption_rate``, ``desorption_rate``, and ``capacity``.
 
 .. literalinclude:: ../../examples/breakthrough.py
-    :lines: 37-41
+    :lines: 18-24
 
-Initial Conditions
+General Rate Model
 ~~~~~~~~~~~~~~~~~~
 
-Next, we specify the initial conditions (concentration of the components in the mobile and stationary phases) for the column.
-These concentrations are entered as vectors, where each entry gives the concentration for the corresponding component.
-In this example, we start with an empty column.
+We now add a second unit operation, the column model.
+For the :ref:`general rate model model <general_rate_model_model>`, we use the ``GeneralRateModel`` class.
+In this class, we set the parameters related to transport and column geometry.
 
 .. literalinclude:: ../../examples/breakthrough.py
-    :lines: 44-45
-
-Setting up the Discretization
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    :lines: 28-42
 
-There are several options for adapting the spatial discretization of the PDE model.
-However, the two most important ones are the number of grid cells in the column (axial direction) and the particles, which are also set in this example.
-We choose ``20`` axial cells in the column ``ncol`` and ``5`` radial cells in the particle ``npar``.
+Note that film, pore, and surface diffusion are all component-specific, that is, they are vectors of length ``n_components``.
 
-.. warning:: These are rather low values to make the examples run faster, since they are only for educational purposes.
-  In practice, much higher values are expected (say 100-200 axial cells and 16-32 particle cells).
-  Note that the WENO scheme, which handles the advection, drastically reduces the required amount of cells compared to an upwind scheme.
+Initial Conditions
+~~~~~~~~~~~~~~~~~~
 
-Moreover, we have to specify the number of bound states for each component.
-Finally, we set some other options for the discretization, which usually do not need to be changed.  
+Next, we specify the initial conditions (concentration of the components in the mobile and stationary phases) for the column.
+These concentrations are entered as vectors, where each entry gives the concentration for the corresponding component.
+In this example, we start with an empty column.
 
 .. literalinclude:: ../../examples/breakthrough.py
-    :lines: 48-66 
+    :lines: 45-47
+
 
-Outlet Model
 ^^^^^^^^^^^^
 
 The ``OUTLET`` is another pseudo unit operation that serves as sink for the system.
@@ -137,131 +89,51 @@ The ``OUTLET`` is another pseudo unit operation that serves as sink for the syst
 .. note:: In this case, the outlet unit is actually not required. We could use the outlet concentration signal of the column model instead.
 
 .. literalinclude:: ../../examples/breakthrough.py
-    :lines: 69-70 
-
-
-2. Setting up Time Sections and Connections
--------------------------------------------
+    :lines: 50-52
 
-Time Sections
-^^^^^^^^^^^^^
-
-:ref:`Time sections <SimTimeSectionsTransitions>` are used to specify changes of parameter values during the simulation.
-A section typically corresponds to an operating step (load, wash, elute etc.), but can also be used to indicate changes in connectivity, or even discontinuities of :ref:`model parameters <section_dependent_parameters>`.
-
-In the ``/input/solver/sections/`` group, ``nsec`` denotes the number of sections.
-The start and end times of a section are given in the ``section_times`` vector.
-It should always start at ``0.0`` and contains ``nsec + 1`` values, that is, the ``i``\ th section goes from ``section_times[i]`` to ``section_times[i+1]``.
-
-The ``section_continuity`` indicates whether a transition from one section to the next is continuous in both the inlet and the parameters.
-It has ``nsec - 1`` number of values, since there is one transition less than there are sections.
-The continuity is used in CADET’s time integrator, which needs to decide whether to restart on entering a new section.
-If the transition is continuous, the time integrator can try to step over the transition without restarting, thus saving some computation time (since the restart is costly).
-If you are unsure about the continuity, just leave it at ``0``.
-
-.. literalinclude:: ../../examples/breakthrough.py
-    :lines: 73-75  
-
-As mentioned earlier, we now define the ``INLET`` profile using a piecewise cubic polynomial. 
-On each section :math:`[ t_i, t_{i+1} ]` a cubic polynomial :math:`p_i` is defined:
-
-.. math::
-
-   p_i( t ) = d * (t - t_i)^3 + c * (t - t_i)^2 + b * (t - t_i) + a,
-
-where the coefficients of the polynomial are ``const_coeff`` (a), ``lin_coeff`` (b), ``quad_coeff`` (c), and ``cube_coeff`` (d).
-Note that the constant coefficient ``const_coeff`` determines the starting concentration on each section.
-The stopping concentration is given by :math:`p_i( t_{i+1} )` or :math:`p_{i+1}( t_{i+1} )` in case of a continuous profile.
-
-In this example, which has only one section, we define its coefficients by adding the field ``sec_000`` to the inlet unit (``unit_000``).
-Since the column should be constantly fed with :math:`1.0 \cdot 10^{-3} mol / m^3`, we set ``const_coeff`` to ``[1.0e-3]`` and all other cofficients to ``[0.0]``.
-Note that for more components, a vector of coefficients needs to be specified.
-
-.. literalinclude:: ../../examples/breakthrough.py
-    :lines: 78-81 
 
 System Connectivity
 ^^^^^^^^^^^^^^^^^^^
 
-In order to specify the :ref:`connectivity of the network <networks>`, we have to provide a list of connections.
-CADET requires that we append all connections to a long vector (i.e., if each connection is a row in a matrix, CADET wants this matrix in row-major storage).
-Moreover, we have to specify the section in which the specified connectivity should be applied.
-
-The elements of a connection are (in order):
-
-   ``[UnitOpID from, UnitOpID to, Component from, Component to, Volumetric flow rate]``
-
-Usually, ``Component from`` and ``Component to`` can be set to ``-1``, which will connect all components from the origin and destination unit operations.
-
-.. note:: Since CADET version 4.1, the flow rates can also be defined with piecewise cubic polynomials.
-  Also, for the 2D General rate model inlet ports need to be speciefied.
-  For more information on the parameters, see the :ref:`file format specification <FFModelSystemConnections>`.
-
-In this case, we connect all components of ``unit_000`` to ``unit_001``, and from ``unit_001`` to ``unit_002``. 
+The connectivity of unit operations is defined in the ``FlowSheet`` class.
+This class provides a directed graph structure that allows for the simple definition of configurations for multiple columns or reactor-separator networks, even when they are cyclic.
+We add the previously defined units to the flow sheet and add connections between them.
 
 .. literalinclude:: ../../examples/breakthrough.py
-    :lines: 84-88
+    :lines: 55-64
 
 .. note:: Since the flow in the column models is incompressible, the total entering flow rate must equal the total outgoing flow rate.
   This restriction does not apply to a :ref:`CSTR model <cstr_model>`, because it has a variable volume.
 
-3. Setting Up the Simulator and Running the Simulation
-------------------------------------------------------
-
-Before we can start the simulation, we have to specify some settings for the simulator.
-
-First, we set some options for the solver and the time integrator.
-Usually, these only need to be adapted in special cases.
-
-.. literalinclude:: ../../examples/breakthrough.py
-    :lines: 91-104
-
-Of these options, the most interesting ones are ``time_integrator.abstol`` and ``time_integrator.reltol``, which control the errors during time integration, and ``nthreads``, which sets the number of CPU cores CADET is allowed to use.
 
-Second, we have to specify which results we want CADET to return.
-For this, we have to specify the ``/input/return/`` group.
-For more information, see the :ref:`file format specification <return>`.
-
-.. note::Because ``return`` is a reserved keyword in Python, we cannot use dot-notation but have to use the ‘proper’ dictionary indexing syntax.
-
-In this example, we want to write the concentration profile of the inlet and outlet of each unit operation.
-In addition, we are interested in the concentration in the interstitial volume (bulk volume) of the column.
+Process properties
+^^^^^^^^^^^^^^^^^^^
+The ``Process`` class is used to define dynamic changes of model parameters or flow sheet connections.
+This includes the duration of a simulation (``cycle_time``).
+To instantiate a ``Process``, a ``FlowSheet`` needs to be passed as argument, as well as a string to name that process.
 
 .. literalinclude:: ../../examples/breakthrough.py
-    :lines: 106-115 
+    :lines: 67-70
 
-Finally, we have to set the time points at which we want to evaluate the solution.
-Note that the end time must not exceed the last section time specified in the model.
-If the time points are not set explicitly, the time integrator outputs the solution at arbitrary time points between ``0`` and ``section_times[-1]``.
 
-.. literalinclude:: ../../examples/breakthrough.py
-    :lines: 117-118 
+3. Setting Up the Simulator and Running the Simulation
+------------------------------------------------------
 
-The last remaining step is to actually run the simulation.
-For this, we have to specify a filename, save the configuration to ``H5``-format and call call the ``model``\ ’s ``run()`` function.
-We check if the simulation has completed successfully and load the results.
+To simulate a ``Process``, a simulator needs to be configured.
+The simulator translates the ``Process`` configuration into the API of the corresponding simulator.
 
 .. literalinclude:: ../../examples/breakthrough.py
-    :lines: 121-131 
+    :lines: 72-76
 
 4. Plotting the Results
 -----------------------
 
-The data is stored in the ``/output/`` group of the ``Cadet`` object.
-The structure and format of the data is described in the :ref:`file format specification <FFOutput>`.
+The data is stored in the ``.solution`` group of the ``SimulationResults`` object.
 Finally, we plot the concentration signal at the outlet of the column.
 
 .. literalinclude:: ../../examples/breakthrough.py
-    :lines: 134-141
+    :lines: 78
 
 .. image:: _images/breakthrough_chromatogram.png
 
-
-Exercises
----------
-
-- Add a second inlet section from ``10000`` to ``40000`` seconds in which no sample is fed into the column (rectangular pulse).
-- Increase the length of the column and the flow rate.
-- Increase the desorption coefficient ``MCL_KD``.
-- Add a second component.
-- Plot the concentration profile of the ``INLET`` unit operation
+For further details on the front-end and more examples please refer to the `CADET-Process <https://cadet-process.readthedocs.io/>`_ documentation.
diff --git a/master/developer_guide/build_options.html b/master/developer_guide/build_options.html
index 27464c069..f13a0aaee 100644
--- a/master/developer_guide/build_options.html
+++ b/master/developer_guide/build_options.html
@@ -47,6 +47,7 @@ <h3>Navigation</h3>
 <li class="toctree-l1"><a class="reference internal" href="../simulation/index.html">Simulation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../interface/index.html">Interface specifications</a></li>
 <li class="toctree-l1 current"><a class="reference internal" href="index.html">Developer Guide</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="cadet_python.html">CADET-Python Introduction</a></li>
 <li class="toctree-l2"><a class="reference internal" href="cadet_core_architecture.html">Software Architecture</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">CADET build options</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#cmakesettings-json">cmakeSettings.json</a></li>
@@ -106,7 +107,7 @@ <h3>Branches</h3>
 
 
   <section id="cadet-build-options">
-<h1>CADET build options<a class="headerlink" href="#cadet-build-options" title="Link to this heading">¶</a></h1>
+<span id="build-options"></span><h1>CADET build options<a class="headerlink" href="#cadet-build-options" title="Link to this heading">¶</a></h1>
 <p>For builds on MS Windows, the CMake command arguments are specified for every build configuration in the cmakeSettings.json.
 For builds on Linux and MacOs, the CMake command arguments must be specified from the command line.</p>
 <section id="cmakesettings-json">
diff --git a/master/developer_guide/cadet_core_architecture.html b/master/developer_guide/cadet_core_architecture.html
index 49d78b4de..b5b9debc0 100644
--- a/master/developer_guide/cadet_core_architecture.html
+++ b/master/developer_guide/cadet_core_architecture.html
@@ -17,7 +17,7 @@
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="CADET build options" href="build_options.html" />
-    <link rel="prev" title="Developer Guide" href="index.html" />
+    <link rel="prev" title="CADET-Python Introduction" href="cadet_python.html" />
    
   <link rel="stylesheet" href="../_static/custom.css" type="text/css" />
   
@@ -48,6 +48,7 @@ <h3>Navigation</h3>
 <li class="toctree-l1"><a class="reference internal" href="../simulation/index.html">Simulation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../interface/index.html">Interface specifications</a></li>
 <li class="toctree-l1 current"><a class="reference internal" href="index.html">Developer Guide</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="cadet_python.html">CADET-Python Introduction</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">Software Architecture</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#features-and-capabilities">Features and Capabilities</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#implementation-details">Implementation Details</a></li>
@@ -107,7 +108,7 @@ <h3>Branches</h3>
 
 
   <section id="software-architecture">
-<h1>Software Architecture<a class="headerlink" href="#software-architecture" title="Link to this heading">¶</a></h1>
+<span id="cadet-core-architecture"></span><h1>Software Architecture<a class="headerlink" href="#software-architecture" title="Link to this heading">¶</a></h1>
 <p>This section gives a general overview of the object-oriented c++ implementation of CADET-Core and is based on the Software Architecture chapter 3.2 in Samuel Lewekes PhD thesis <a class="footnote-reference brackets" href="#id3" id="id1" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a>.</p>
 <p>The CADET-Core software is designed to be modular, extendable, maintainable and computationally efficient and robust.
 To promote these goals, CADET-Core is implemented in C++, a highly performant, object-oriented language that supports cross-platform compatibility.</p>
@@ -129,12 +130,11 @@ <h2>Features and Capabilities<a class="headerlink" href="#features-and-capabilit
 </section>
 <section id="implementation-details">
 <h2>Implementation Details<a class="headerlink" href="#implementation-details" title="Link to this heading">¶</a></h2>
-<p>Classes and realationships
-Include figure 3.4 and/or 3.6 from Sams Diss</p>
+<p>Classes and realationships</p>
 <figure class="align-default" id="id4">
 <span id="libcadetclasses"></span><img alt="../_images/architecture_libcadet_classes.png" src="../_images/architecture_libcadet_classes.png" />
 <figcaption>
-<p><span class="caption-number">Fig. 13 </span><span class="caption-text">Selected relationships of classes in <code class="docutils literal notranslate"><span class="pre">libcadet</span></code> <a class="footnote-reference brackets" href="#id3" id="id2" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a>.</span><a class="headerlink" href="#id4" title="Link to this image">¶</a></p>
+<p><span class="caption-number">Fig. 14 </span><span class="caption-text">Selected relationships of classes in <code class="docutils literal notranslate"><span class="pre">libcadet</span></code> <a class="footnote-reference brackets" href="#id3" id="id2" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a>.</span><a class="headerlink" href="#id4" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
 <aside class="footnote-list brackets">
diff --git a/master/developer_guide/cadet_python.html b/master/developer_guide/cadet_python.html
new file mode 100644
index 000000000..6fddc28a7
--- /dev/null
+++ b/master/developer_guide/cadet_python.html
@@ -0,0 +1,468 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="../">
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+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
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+    <title>CADET-Python Introduction &#8212; CADET</title>
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+        <div class="sphinxsidebarwrapper">
+<h1 class="logo"><a href="../index.html">CADET</a></h1>
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+
+
+<p class="blurb">CADET - An open platform for integrated process modelling and simulation</p>
+
+
+
+
+
+
+<h3>Navigation</h3>
+<ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../getting_started/index.html">Getting started</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modelling/index.html">Modelling</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../simulation/index.html">Simulation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../interface/index.html">Interface specifications</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="index.html">Developer Guide</a><ul class="current">
+<li class="toctree-l2 current"><a class="current reference internal" href="#">CADET-Python Introduction</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#preliminary-steps">0. Preliminary Steps</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#setting-up-the-model">1. Setting Up the Model</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#setting-up-time-sections-and-connections">2. Setting up Time Sections and Connections</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#setting-up-the-simulator-and-running-the-simulation">3. Setting Up the Simulator and Running the Simulation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#plotting-the-results">4. Plotting the Results</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#exercises">Exercises</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="cadet_core_architecture.html">Software Architecture</a></li>
+<li class="toctree-l2"><a class="reference internal" href="build_options.html">CADET build options</a></li>
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+<ul>
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+    
+  </strong>
+</p>
+
+
+  <section id="cadet-python-introduction">
+<span id="cadet-python"></span><h1>CADET-Python Introduction<a class="headerlink" href="#cadet-python-introduction" title="Link to this heading">¶</a></h1>
+<p>The CADET-Python API can be very useful for developers as it allows to create an arbitrary input configuration for CADET-Core.
+This is especially useful when new methods and models are added, which are not (yet) supported by the CADET-Process frontend.
+To demonstrate the use of CADET-Python, we set up a simulation in the following.</p>
+<dl class="simple">
+<dt>Performing a forward simulation comprises several steps:</dt><dd><ul class="simple">
+<li><p>Setting up the model including all parameters and discretization options</p></li>
+<li><p>Defining sections and switches</p></li>
+<li><p>Setting up the simulator and actually running the simulation</p></li>
+<li><p>Evaluating results (e.g., plotting)</p></li>
+</ul>
+</dd>
+</dl>
+<p>In this tutorial, we will build a simple forward simulation with a breakthrough of one component using the following system:</p>
+<figure class="align-default">
+<img alt="../_images/breakthrough_system.png" src="../_images/breakthrough_system.png" />
+</figure>
+<p>For this purpose, we use <a class="reference internal" href="#cadet-python"><span class="std std-ref">CADET-Python</span></a>, a file based frontend for CADET.
+CADET still must be downloaded (or built from source) as explained in the <a class="reference internal" href="../getting_started/installation.html#installation"><span class="std std-ref">installation guide</span></a>.
+The Python frontend almost exactly maps to the documented <a class="reference internal" href="../interface/index.html#file-format"><span class="std std-ref">CADET file format</span></a> except that all dataset names are lowercase.
+This simplifies using the frontend.
+The package includes a <code class="docutils literal notranslate"><span class="pre">Cadet</span></code> class which serves as a generic HDF5 frontend.</p>
+<p>As an example, we consider setting the external porosity for the column model (<code class="docutils literal notranslate"><span class="pre">unit_001</span></code>).
+From <a class="reference internal" href="../interface/unit_operations/general_rate_model.html#general-rate-model-config"><span class="std std-ref">file format</span></a>, the path for this is <code class="docutils literal notranslate"><span class="pre">/input/model/unit_001/COL_POROSITY</span></code>.
+In the Python frontend, this becomes:</p>
+<div class="highlight-Python3 notranslate"><div class="highlight"><pre><span></span><span class="n">sim</span> <span class="o">=</span> <span class="n">Cadet</span><span class="p">()</span>
+<span class="n">sim</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">col_porosity</span> <span class="o">=</span> <span class="mf">0.33</span>
+</pre></div>
+</div>
+<section id="preliminary-steps">
+<h2>0. Preliminary Steps<a class="headerlink" href="#preliminary-steps" title="Link to this heading">¶</a></h2>
+<p>First, we need to import some libraries and specify the location of the <code class="docutils literal notranslate"><span class="pre">cadet-cli</span></code> executable (core simulator).
+It is located in the <code class="docutils literal notranslate"><span class="pre">bin</span></code> folder where CADET was installed.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+
+<span class="kn">from</span> <span class="nn">cadet</span> <span class="kn">import</span> <span class="n">Cadet</span>
+<span class="n">Cadet</span><span class="o">.</span><span class="n">cadet_path</span> <span class="o">=</span> <span class="s1">&#39;/path/to/cadet-cli&#39;</span>
+</pre></div>
+</div>
+<p>To create the model and specify its parameters, we create an instance of the <code class="docutils literal notranslate"><span class="pre">Cadet</span></code> class.
+In the <code class="docutils literal notranslate"><span class="pre">root</span></code> attribute of this object, the parameter structure is defined as described in the <a class="reference internal" href="../interface/introduction.html#ffintroduction"><span class="std std-ref">file format reference</span></a>.
+It is implemented as a <code class="docutils literal notranslate"><span class="pre">Dict</span></code> of the <a class="reference external" href="https://github.com/mewwts/addict"><code class="docutils literal notranslate"><span class="pre">addict</span></code> package</a>.
+This allows for creating arbitrary nested dictionaries using dot-notation.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>Note, that the <code class="docutils literal notranslate"><span class="pre">Cadet</span></code> class does not provide any sanity checks.
+If parameters are misspelled or have the wrong dimensions, they are simply ignored.
+This can cause problems later on, when the simulator is run.</p>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span> <span class="o">=</span> <span class="n">Cadet</span><span class="p">()</span>
+</pre></div>
+</div>
+</section>
+<section id="setting-up-the-model">
+<h2>1. Setting Up the Model<a class="headerlink" href="#setting-up-the-model" title="Link to this heading">¶</a></h2>
+<p>Although the order of the parameter specification does not matter, it is reasonable to first specify the number of unit operations before we select the models and define the parameters.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">nunits</span> <span class="o">=</span> <span class="mi">3</span>
+</pre></div>
+</div>
+<p>The available models are listed in the <a class="reference internal" href="../modelling/unit_operations/index.html#unit-operation-models"><span class="std std-ref">unit operation chapter</span></a>.
+The units of the different parameters and quantities are given in the corresponding <a class="reference internal" href="../interface/unit_operations/index.html#unit-operation-config"><span class="std std-ref">file format</span></a> of the respective unit operation.</p>
+<section id="inlet-model">
+<h3>Inlet Model<a class="headerlink" href="#inlet-model" title="Link to this heading">¶</a></h3>
+<p>In CADET, the <code class="docutils literal notranslate"><span class="pre">INLET</span></code> pseudo unit operation serves as a source for the system and is used to create arbitary concentration profiles as boundary conditions.
+First, we define an <code class="docutils literal notranslate"><span class="pre">INLET</span></code> as the first unit operation by adding the field <code class="docutils literal notranslate"><span class="pre">unit_000</span></code> in the <code class="docutils literal notranslate"><span class="pre">/input/model/</span></code> group.
+The concentration profile is described using a piecewise cubic polynomial (cubic spline in the continuous case) for each component, where the pieces are given by the time sections.
+Later, we will define the polynomials, when we look at time sections.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">unit_type</span> <span class="o">=</span> <span class="s1">&#39;INLET&#39;</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">ncomp</span> <span class="o">=</span> <span class="mi">1</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">inlet_type</span> <span class="o">=</span> <span class="s1">&#39;PIECEWISE_CUBIC_POLY&#39;</span>
+</pre></div>
+</div>
+</section>
+<section id="general-rate-model">
+<h3>General Rate Model<a class="headerlink" href="#general-rate-model" title="Link to this heading">¶</a></h3>
+<p>We now add a second unit operation, the column model.
+For the <a class="reference internal" href="../modelling/unit_operations/general_rate_model.html#general-rate-model-model"><span class="std std-ref">general rate model model</span></a>, we set the <code class="docutils literal notranslate"><span class="pre">unit_type</span></code> parameter of the corresponding unit operation model to <code class="docutils literal notranslate"><span class="pre">GENERAL_RATE_MODEL</span></code>.
+In this group, we set the parameters related to transport and column geometry.
+For a more detailed description of the parameters and their units, see the <a class="reference internal" href="../interface/unit_operations/general_rate_model.html#general-rate-model-config"><span class="std std-ref">corresponding file format</span></a>.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">unit_type</span> <span class="o">=</span> <span class="s1">&#39;GENERAL_RATE_MODEL&#39;</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">ncomp</span> <span class="o">=</span> <span class="mi">1</span>
+
+<span class="c1">## Geometry</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">col_length</span> <span class="o">=</span> <span class="mf">0.1</span>                <span class="c1"># m</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">cross_section_area</span> <span class="o">=</span> <span class="mf">0.01</span>       <span class="c1"># m</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">col_porosity</span> <span class="o">=</span> <span class="mf">0.37</span>             <span class="c1"># -</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">par_porosity</span> <span class="o">=</span> <span class="mf">0.33</span>             <span class="c1"># -</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">par_radius</span> <span class="o">=</span> <span class="mf">1e-6</span>               <span class="c1"># m</span>
+                                                                
+<span class="c1">## Transport</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">col_dispersion</span> <span class="o">=</span> <span class="mf">1e-8</span>           <span class="c1"># m^2 / s (interstitial volume)</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">film_diffusion</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1e-5</span><span class="p">]</span>         <span class="c1"># m / s</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">par_diffusion</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1e-10</span><span class="p">,]</span>        <span class="c1"># m^2 / s (mobile phase)  </span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">par_surfdiffusion</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,]</span>      <span class="c1"># m^2 / s (solid phase)</span>
+</pre></div>
+</div>
+<p>Note that film, particle, and surface diffusion are all component-specific, that is, they are vectors of length <code class="docutils literal notranslate"><span class="pre">n_components</span></code>.</p>
+<section id="adsorption-model">
+<h4>Adsorption Model<a class="headerlink" href="#adsorption-model" title="Link to this heading">¶</a></h4>
+<p>Every column model can be equipped with an adsorption model.
+The available models are listed in the <a class="reference internal" href="../modelling/binding/index.html#binding-models"><span class="std std-ref">binding model chapter</span></a>.</p>
+<p>For the <a class="reference internal" href="../modelling/binding/multi_component_langmuir.html#multi-component-langmuir-model"><span class="std std-ref">Langmuir model</span></a>, we set the <code class="docutils literal notranslate"><span class="pre">adsorption_model</span></code> parameter of the corresponding unit operation model to <code class="docutils literal notranslate"><span class="pre">MULTI_COMPONENT_LANGMUIR</span></code>.
+Then, we decide if we want to use the <a class="reference internal" href="../modelling/binding/index.html#binding-models"><span class="std std-ref">rapid-equilibrium assumption</span></a> in the binding model (<code class="docutils literal notranslate"><span class="pre">is_kinetic</span> <span class="pre">=</span> <span class="pre">False</span></code>), which is not the case here (dynamic binding).
+Finally, the parameters of the binding model have to be set for each component (they are vectors of length <code class="docutils literal notranslate"><span class="pre">n_components</span></code>).
+They are described in the <a class="reference internal" href="../interface/binding/multi_component_langmuir.html#multi-component-langmuir-config"><span class="std std-ref">corresponding file format specification</span></a>.
+In case of the Langmuir model, we have to specify the parameters <code class="docutils literal notranslate"><span class="pre">kA</span></code>, <code class="docutils literal notranslate"><span class="pre">kD</span></code>, and <code class="docutils literal notranslate"><span class="pre">qMAX</span></code>.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">adsorption_model</span> <span class="o">=</span> <span class="s1">&#39;MULTI_COMPONENT_LANGMUIR&#39;</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">adsorption</span><span class="o">.</span><span class="n">is_kinetic</span> <span class="o">=</span> <span class="kc">True</span>    <span class="c1"># Kinetic binding</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">adsorption</span><span class="o">.</span><span class="n">mcl_ka</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.0</span><span class="p">,]</span>      <span class="c1"># m^3 / (mol * s)   (mobile phase)</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">adsorption</span><span class="o">.</span><span class="n">mcl_kd</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.0</span><span class="p">,]</span>      <span class="c1"># 1 / s (desorption)</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">adsorption</span><span class="o">.</span><span class="n">mcl_qmax</span> <span class="o">=</span> <span class="p">[</span><span class="mf">100.0</span><span class="p">,]</span>  <span class="c1"># mol / m^3   (solid phase)</span>
+</pre></div>
+</div>
+</section>
+<section id="initial-conditions">
+<h4>Initial Conditions<a class="headerlink" href="#initial-conditions" title="Link to this heading">¶</a></h4>
+<p>Next, we specify the initial conditions (concentration of the components in the mobile and stationary phases) for the column.
+These concentrations are entered as vectors, where each entry gives the concentration for the corresponding component.
+In this example, we start with an empty column.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">init_c</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,]</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">init_q</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,]</span>
+</pre></div>
+</div>
+</section>
+<section id="setting-up-the-discretization">
+<h4>Setting up the Discretization<a class="headerlink" href="#setting-up-the-discretization" title="Link to this heading">¶</a></h4>
+<p>There are several options for adapting the spatial discretization of the PDE model.
+However, the two most important ones are the number of grid cells in the column (axial direction) and the particles, which are also set in this example.
+We choose <code class="docutils literal notranslate"><span class="pre">20</span></code> axial cells in the column <code class="docutils literal notranslate"><span class="pre">ncol</span></code> and <code class="docutils literal notranslate"><span class="pre">5</span></code> radial cells in the particle <code class="docutils literal notranslate"><span class="pre">npar</span></code>.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>These are rather low values to make the examples run faster, since they are only for educational purposes.
+In practice, much higher values are expected (say 100-200 axial cells and 16-32 particle cells).
+Note that the WENO scheme, which handles the advection, drastically reduces the required amount of cells compared to an upwind scheme.</p>
+</div>
+<p>Moreover, we have to specify the number of bound states for each component.
+Finally, we set some other options for the discretization, which usually do not need to be changed.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="c1">### Grid cells</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">ncol</span> <span class="o">=</span> <span class="mi">20</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">npar</span> <span class="o">=</span> <span class="mi">5</span>
+
+<span class="c1">### Bound states</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">nbound</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">]</span>
+
+<span class="c1">### Other options</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">par_disc_type</span> <span class="o">=</span> <span class="s1">&#39;EQUIDISTANT_PAR&#39;</span>    
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">use_analytic_jacobian</span> <span class="o">=</span> <span class="mi">1</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">reconstruction</span> <span class="o">=</span> <span class="s1">&#39;WENO&#39;</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">gs_type</span> <span class="o">=</span> <span class="mi">1</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">max_krylov</span> <span class="o">=</span> <span class="mi">0</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">max_restarts</span> <span class="o">=</span> <span class="mi">10</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">schur_safety</span> <span class="o">=</span> <span class="mf">1.0e-8</span>
+
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">weno</span><span class="o">.</span><span class="n">boundary_model</span> <span class="o">=</span> <span class="mi">0</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">weno</span><span class="o">.</span><span class="n">weno_eps</span> <span class="o">=</span> <span class="mf">1e-10</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">weno</span><span class="o">.</span><span class="n">weno_order</span> <span class="o">=</span> <span class="mi">3</span>
+</pre></div>
+</div>
+</section>
+</section>
+<section id="outlet-model">
+<h3>Outlet Model<a class="headerlink" href="#outlet-model" title="Link to this heading">¶</a></h3>
+<p>The <code class="docutils literal notranslate"><span class="pre">OUTLET</span></code> is another pseudo unit operation that serves as sink for the system.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>In this case, the outlet unit is actually not required. We could use the outlet concentration signal of the column model instead.</p>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_002</span><span class="o">.</span><span class="n">unit_type</span> <span class="o">=</span> <span class="s1">&#39;OUTLET&#39;</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_002</span><span class="o">.</span><span class="n">ncomp</span> <span class="o">=</span> <span class="mi">1</span>
+</pre></div>
+</div>
+</section>
+</section>
+<section id="setting-up-time-sections-and-connections">
+<h2>2. Setting up Time Sections and Connections<a class="headerlink" href="#setting-up-time-sections-and-connections" title="Link to this heading">¶</a></h2>
+<section id="time-sections">
+<h3>Time Sections<a class="headerlink" href="#time-sections" title="Link to this heading">¶</a></h3>
+<p><a class="reference internal" href="../simulation/index.html#simtimesectionstransitions"><span class="std std-ref">Time sections</span></a> are used to specify changes of parameter values during the simulation.
+A section typically corresponds to an operating step (load, wash, elute etc.), but can also be used to indicate changes in connectivity, or even discontinuities of <a class="reference internal" href="../interface/introduction.html#section-dependent-parameters"><span class="std std-ref">model parameters</span></a>.</p>
+<p>In the <code class="docutils literal notranslate"><span class="pre">/input/solver/sections/</span></code> group, <code class="docutils literal notranslate"><span class="pre">nsec</span></code> denotes the number of sections.
+The start and end times of a section are given in the <code class="docutils literal notranslate"><span class="pre">section_times</span></code> vector.
+It should always start at <code class="docutils literal notranslate"><span class="pre">0.0</span></code> and contains <code class="docutils literal notranslate"><span class="pre">nsec</span> <span class="pre">+</span> <span class="pre">1</span></code> values, that is, the <code class="docutils literal notranslate"><span class="pre">i</span></code>th section goes from <code class="docutils literal notranslate"><span class="pre">section_times[i]</span></code> to <code class="docutils literal notranslate"><span class="pre">section_times[i+1]</span></code>.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">section_continuity</span></code> indicates whether a transition from one section to the next is continuous in both the inlet and the parameters.
+It has <code class="docutils literal notranslate"><span class="pre">nsec</span> <span class="pre">-</span> <span class="pre">1</span></code> number of values, since there is one transition less than there are sections.
+The continuity is used in CADET’s time integrator, which needs to decide whether to restart on entering a new section.
+If the transition is continuous, the time integrator can try to step over the transition without restarting, thus saving some computation time (since the restart is costly).
+If you are unsure about the continuity, just leave it at <code class="docutils literal notranslate"><span class="pre">0</span></code>.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">sections</span><span class="o">.</span><span class="n">nsec</span> <span class="o">=</span> <span class="mi">1</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">sections</span><span class="o">.</span><span class="n">section_times</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">1200</span><span class="p">,]</span>   <span class="c1"># s</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">sections</span><span class="o">.</span><span class="n">section_continuity</span> <span class="o">=</span> <span class="p">[]</span>
+</pre></div>
+</div>
+<p>As mentioned earlier, we now define the <code class="docutils literal notranslate"><span class="pre">INLET</span></code> profile using a piecewise cubic polynomial.
+On each section <span class="math notranslate nohighlight">\([ t_i, t_{i+1} ]\)</span> a cubic polynomial <span class="math notranslate nohighlight">\(p_i\)</span> is defined:</p>
+<div class="math notranslate nohighlight">
+\[p_i( t ) = d * (t - t_i)^3 + c * (t - t_i)^2 + b * (t - t_i) + a,\]</div>
+<p>where the coefficients of the polynomial are <code class="docutils literal notranslate"><span class="pre">const_coeff</span></code> (a), <code class="docutils literal notranslate"><span class="pre">lin_coeff</span></code> (b), <code class="docutils literal notranslate"><span class="pre">quad_coeff</span></code> (c), and <code class="docutils literal notranslate"><span class="pre">cube_coeff</span></code> (d).
+Note that the constant coefficient <code class="docutils literal notranslate"><span class="pre">const_coeff</span></code> determines the starting concentration on each section.
+The stopping concentration is given by <span class="math notranslate nohighlight">\(p_i( t_{i+1} )\)</span> or <span class="math notranslate nohighlight">\(p_{i+1}( t_{i+1} )\)</span> in case of a continuous profile.</p>
+<p>In this example, which has only one section, we define its coefficients by adding the field <code class="docutils literal notranslate"><span class="pre">sec_000</span></code> to the inlet unit (<code class="docutils literal notranslate"><span class="pre">unit_000</span></code>).
+Since the column should be constantly fed with <span class="math notranslate nohighlight">\(1.0 \cdot 10^{-3} mol / m^3\)</span>, we set <code class="docutils literal notranslate"><span class="pre">const_coeff</span></code> to <code class="docutils literal notranslate"><span class="pre">[1.0e-3]</span></code> and all other cofficients to <code class="docutils literal notranslate"><span class="pre">[0.0]</span></code>.
+Note that for more components, a vector of coefficients needs to be specified.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">sec_000</span><span class="o">.</span><span class="n">const_coeff</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.0e-3</span><span class="p">,]</span> <span class="c1"># mol / m^3</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">sec_000</span><span class="o">.</span><span class="n">lin_coeff</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,]</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">sec_000</span><span class="o">.</span><span class="n">quad_coeff</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,]</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">sec_000</span><span class="o">.</span><span class="n">cube_coeff</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,]</span>
+</pre></div>
+</div>
+</section>
+<section id="system-connectivity">
+<h3>System Connectivity<a class="headerlink" href="#system-connectivity" title="Link to this heading">¶</a></h3>
+<p>In order to specify the <a class="reference internal" href="../modelling/networks.html#networks"><span class="std std-ref">connectivity of the network</span></a>, we have to provide a list of connections.
+CADET requires that we append all connections to a long vector (i.e., if each connection is a row in a matrix, CADET wants this matrix in row-major storage).
+Moreover, we have to specify the section in which the specified connectivity should be applied.</p>
+<p>The elements of a connection are (in order):</p>
+<blockquote>
+<div><p><code class="docutils literal notranslate"><span class="pre">[UnitOpID</span> <span class="pre">from,</span> <span class="pre">UnitOpID</span> <span class="pre">to,</span> <span class="pre">Component</span> <span class="pre">from,</span> <span class="pre">Component</span> <span class="pre">to,</span> <span class="pre">Volumetric</span> <span class="pre">flow</span> <span class="pre">rate]</span></code></p>
+</div></blockquote>
+<p>Usually, <code class="docutils literal notranslate"><span class="pre">Component</span> <span class="pre">from</span></code> and <code class="docutils literal notranslate"><span class="pre">Component</span> <span class="pre">to</span></code> can be set to <code class="docutils literal notranslate"><span class="pre">-1</span></code>, which will connect all components from the origin and destination unit operations.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Since CADET version 4.1, the flow rates can also be defined with piecewise cubic polynomials.
+Also, for the 2D General rate model inlet ports need to be speciefied.
+For more information on the parameters, see the <a class="reference internal" href="../interface/system.html#ffmodelsystemconnections"><span class="std std-ref">file format specification</span></a>.</p>
+</div>
+<p>In this case, we connect all components of <code class="docutils literal notranslate"><span class="pre">unit_000</span></code> to <code class="docutils literal notranslate"><span class="pre">unit_001</span></code>, and from <code class="docutils literal notranslate"><span class="pre">unit_001</span></code> to <code class="docutils literal notranslate"><span class="pre">unit_002</span></code>.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">connections</span><span class="o">.</span><span class="n">nswitches</span> <span class="o">=</span> <span class="mi">1</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">connections</span><span class="o">.</span><span class="n">switch_000</span><span class="o">.</span><span class="n">section</span> <span class="o">=</span> <span class="mi">0</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">connections</span><span class="o">.</span><span class="n">switch_000</span><span class="o">.</span><span class="n">connections</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">60</span><span class="o">/</span><span class="mf">1e6</span><span class="p">,</span>  <span class="c1"># [unit_000, unit_001, all components, all components, Q/ m^3*s^-1 </span>
+    <span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">60</span><span class="o">/</span><span class="mf">1e6</span><span class="p">]</span>  <span class="c1"># [unit_001, unit_002, all components, all components, Q/ m^3*s^-1 </span>
+</pre></div>
+</div>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Since the flow in the column models is incompressible, the total entering flow rate must equal the total outgoing flow rate.
+This restriction does not apply to a <a class="reference internal" href="../modelling/unit_operations/cstr.html#cstr-model"><span class="std std-ref">CSTR model</span></a>, because it has a variable volume.</p>
+</div>
+</section>
+</section>
+<section id="setting-up-the-simulator-and-running-the-simulation">
+<h2>3. Setting Up the Simulator and Running the Simulation<a class="headerlink" href="#setting-up-the-simulator-and-running-the-simulation" title="Link to this heading">¶</a></h2>
+<p>Before we can start the simulation, we have to specify some settings for the simulator.</p>
+<p>First, we set some options for the solver and the time integrator.
+Usually, these only need to be adapted in special cases.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">gs_type</span> <span class="o">=</span> <span class="mi">1</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">max_krylov</span> <span class="o">=</span> <span class="mi">0</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">max_restarts</span> <span class="o">=</span> <span class="mi">10</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">schur_safety</span> <span class="o">=</span> <span class="mf">1e-8</span>
+
+<span class="c1"># Number of cores for parallel simulation</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">nthreads</span> <span class="o">=</span> <span class="mi">1</span>
+
+<span class="c1"># Tolerances for the time integrator</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">time_integrator</span><span class="o">.</span><span class="n">abstol</span> <span class="o">=</span> <span class="mf">1e-6</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">time_integrator</span><span class="o">.</span><span class="n">algtol</span> <span class="o">=</span> <span class="mf">1e-10</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">time_integrator</span><span class="o">.</span><span class="n">reltol</span> <span class="o">=</span> <span class="mf">1e-6</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">time_integrator</span><span class="o">.</span><span class="n">init_step_size</span> <span class="o">=</span> <span class="mf">1e-6</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">time_integrator</span><span class="o">.</span><span class="n">max_steps</span> <span class="o">=</span> <span class="mi">1000000</span>
+</pre></div>
+</div>
+<p>Of these options, the most interesting ones are <code class="docutils literal notranslate"><span class="pre">time_integrator.abstol</span></code> and <code class="docutils literal notranslate"><span class="pre">time_integrator.reltol</span></code>, which control the errors during time integration, and <code class="docutils literal notranslate"><span class="pre">nthreads</span></code>, which sets the number of CPU cores CADET is allowed to use.</p>
+<p>Second, we have to specify which results we want CADET to return.
+For this, we have to specify the <code class="docutils literal notranslate"><span class="pre">/input/return/</span></code> group.
+For more information, see the <a class="reference internal" href="../interface/return_data.html#return"><span class="std std-ref">file format specification</span></a>.</p>
+<p>In this example, we want to write the concentration profile of the inlet and outlet of each unit operation.
+In addition, we are interested in the concentration in the interstitial volume (bulk volume) of the column.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="c1"># Return data</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">split_components_data</span> <span class="o">=</span> <span class="mi">0</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">split_ports_data</span> <span class="o">=</span> <span class="mi">0</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">write_solution_bulk</span> <span class="o">=</span> <span class="mi">1</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">write_solution_inlet</span> <span class="o">=</span> <span class="mi">1</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">write_solution_outlet</span> <span class="o">=</span> <span class="mi">1</span>
+
+<span class="c1"># Copy settings to the other unit operations</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_001</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_000</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_002</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_000</span>
+</pre></div>
+</div>
+<p>Finally, we have to set the time points at which we want to evaluate the solution.
+Note that the end time must not exceed the last section time specified in the model.
+If the time points are not set explicitly, the time integrator outputs the solution at arbitrary time points between <code class="docutils literal notranslate"><span class="pre">0</span></code> and <code class="docutils literal notranslate"><span class="pre">section_times[-1]</span></code>.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="c1"># Solution times</span>
+<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">user_solution_times</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1200</span><span class="p">,</span> <span class="mi">1001</span><span class="p">)</span>
+</pre></div>
+</div>
+<p>The last remaining step is to actually run the simulation.
+For this, we have to specify a filename, save the configuration to <code class="docutils literal notranslate"><span class="pre">H5</span></code>-format and call call the <code class="docutils literal notranslate"><span class="pre">model</span></code>’s <code class="docutils literal notranslate"><span class="pre">run()</span></code> function.
+We check if the simulation has completed successfully and load the results.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">filename</span> <span class="o">=</span> <span class="s1">&#39;model.h5&#39;</span>
+<span class="n">model</span><span class="o">.</span><span class="n">save</span><span class="p">()</span>
+
+<span class="n">data</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">run</span><span class="p">()</span>
+
+<span class="k">if</span> <span class="n">data</span><span class="o">.</span><span class="n">returncode</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Simulation completed successfully&quot;</span><span class="p">)</span>
+    <span class="n">model</span><span class="o">.</span><span class="n">load</span><span class="p">()</span>   
+<span class="k">else</span><span class="p">:</span>
+    <span class="nb">print</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
+    <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;Simulation failed&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</section>
+<section id="plotting-the-results">
+<h2>4. Plotting the Results<a class="headerlink" href="#plotting-the-results" title="Link to this heading">¶</a></h2>
+<p>The data is stored in the <code class="docutils literal notranslate"><span class="pre">/output/</span></code> group of the <code class="docutils literal notranslate"><span class="pre">Cadet</span></code> object.
+The structure and format of the data is described in the <a class="reference internal" href="../interface/output_group.html#ffoutput"><span class="std std-ref">file format specification</span></a>.
+Finally, we plot the concentration signal at the outlet of the column.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">()</span>
+
+<span class="n">time</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">output</span><span class="o">.</span><span class="n">solution</span><span class="o">.</span><span class="n">solution_times</span>
+<span class="n">c</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">output</span><span class="o">.</span><span class="n">solution</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">solution_outlet</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">time</span><span class="o">/</span><span class="mi">60</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;$time~/~min$&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;$Outlet~concentration~/~mol \cdot m^{-3} $&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+</div>
+<img alt="../_images/breakthrough_chromatogram.png" src="../_images/breakthrough_chromatogram.png" />
+</section>
+<section id="exercises">
+<h2>Exercises<a class="headerlink" href="#exercises" title="Link to this heading">¶</a></h2>
+<ul class="simple">
+<li><p>Add a second inlet section from <code class="docutils literal notranslate"><span class="pre">10000</span></code> to <code class="docutils literal notranslate"><span class="pre">40000</span></code> seconds in which no sample is fed into the column (rectangular pulse).</p></li>
+<li><p>Increase the length of the column and the flow rate.</p></li>
+<li><p>Increase the desorption coefficient <code class="docutils literal notranslate"><span class="pre">MCL_KD</span></code>.</p></li>
+<li><p>Add a second component.</p></li>
+<li><p>Plot the concentration profile of the <code class="docutils literal notranslate"><span class="pre">INLET</span></code> unit operation</p></li>
+</ul>
+</section>
+</section>
+
+
+
+          </div>
+          
+        </div>
+      </div>
+    <div class="clearer"></div>
+  </div>
+    <div class="footer">
+      &#169;2008-2024.
+      
+      |
+      <a href="../_sources/developer_guide/cadet_python.rst.txt"
+          rel="nofollow">Page source</a>
+    </div>
+
+    
+
+    
+  </body>
+</html>
\ No newline at end of file
diff --git a/master/developer_guide/debugging.html b/master/developer_guide/debugging.html
index 308957c24..208071617 100644
--- a/master/developer_guide/debugging.html
+++ b/master/developer_guide/debugging.html
@@ -47,6 +47,7 @@ <h3>Navigation</h3>
 <li class="toctree-l1"><a class="reference internal" href="../simulation/index.html">Simulation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../interface/index.html">Interface specifications</a></li>
 <li class="toctree-l1 current"><a class="reference internal" href="index.html">Developer Guide</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="cadet_python.html">CADET-Python Introduction</a></li>
 <li class="toctree-l2"><a class="reference internal" href="cadet_core_architecture.html">Software Architecture</a></li>
 <li class="toctree-l2"><a class="reference internal" href="build_options.html">CADET build options</a></li>
 <li class="toctree-l2"><a class="reference internal" href="model_expansion.html">Model Expansion</a></li>
@@ -102,7 +103,7 @@ <h3>Branches</h3>
 
 
   <section id="cadet-core-debugging">
-<h1>CADET-Core debugging<a class="headerlink" href="#cadet-core-debugging" title="Link to this heading">¶</a></h1>
+<span id="debugging"></span><h1>CADET-Core debugging<a class="headerlink" href="#cadet-core-debugging" title="Link to this heading">¶</a></h1>
 <p>We advice to use an IDE like MS Visual Studio to debug CADET-Core.</p>
 <p>If the debugger does not stop at a breakpoint even though it is set in the correct source file, this might be because a corresponding libcadet file was build and is being run. You can find these files under <cite>build/src/libcadet</cite>. Alternatively, you can set a breakpoint in an early stage, e.g. in the driver file and manually step through the code.</p>
 <p>To run a specific simulation with the Visual Studio debugguer, you can add the launch.vs.json file provided here to the .vs folder</p>
diff --git a/master/developer_guide/index.html b/master/developer_guide/index.html
index ebf6a8d33..9087ec86c 100644
--- a/master/developer_guide/index.html
+++ b/master/developer_guide/index.html
@@ -16,7 +16,7 @@
     <link rel="icon" href="../_static/cadet_icon.png"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link rel="next" title="Software Architecture" href="cadet_core_architecture.html" />
+    <link rel="next" title="CADET-Python Introduction" href="cadet_python.html" />
     <link rel="prev" title="Meta Group" href="../interface/meta_group.html" />
    
   <link rel="stylesheet" href="../_static/custom.css" type="text/css" />
@@ -48,6 +48,7 @@ <h3>Navigation</h3>
 <li class="toctree-l1"><a class="reference internal" href="../simulation/index.html">Simulation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../interface/index.html">Interface specifications</a></li>
 <li class="toctree-l1 current"><a class="current reference internal" href="#">Developer Guide</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="cadet_python.html">CADET-Python Introduction</a></li>
 <li class="toctree-l2"><a class="reference internal" href="cadet_core_architecture.html">Software Architecture</a></li>
 <li class="toctree-l2"><a class="reference internal" href="build_options.html">CADET build options</a></li>
 <li class="toctree-l2"><a class="reference internal" href="model_expansion.html">Model Expansion</a></li>
@@ -112,12 +113,18 @@ <h3>Branches</h3>
 Since some developers may be new to collaborative software development using Git and GitHub, we specifically recommend consulting the <a class="reference external" href="https://rse-guidelines.readthedocs.io/en/latest/intro.html">Git RSE guide</a>.</p>
 <div class="toctree-wrapper compound">
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="cadet_core_architecture.html">Software Architecture</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="cadet_core_architecture.html#features-and-capabilities">Features and Capabilities</a></li>
-<li class="toctree-l2"><a class="reference internal" href="cadet_core_architecture.html#implementation-details">Implementation Details</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="cadet_core_architecture.html#unit-operation-submodel-assumption">Unit Operation submodel assumption</a></li>
+<li class="toctree-l1"><a class="reference internal" href="cadet_python.html">CADET-Python Introduction</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="cadet_python.html#preliminary-steps">0. Preliminary Steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cadet_python.html#setting-up-the-model">1. Setting Up the Model</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cadet_python.html#setting-up-time-sections-and-connections">2. Setting up Time Sections and Connections</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cadet_python.html#setting-up-the-simulator-and-running-the-simulation">3. Setting Up the Simulator and Running the Simulation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cadet_python.html#plotting-the-results">4. Plotting the Results</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cadet_python.html#exercises">Exercises</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="cadet_core_architecture.html">Software Architecture</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="cadet_core_architecture.html#features-and-capabilities">Features and Capabilities</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cadet_core_architecture.html#implementation-details">Implementation Details</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="build_options.html">CADET build options</a><ul>
@@ -135,13 +142,7 @@ <h3>Branches</h3>
 <li class="toctree-l1"><a class="reference internal" href="debugging.html">CADET-Core debugging</a></li>
 <li class="toctree-l1"><a class="reference internal" href="testing.html">CADET-Core testing</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="testing.html#run-the-tests">Run the tests</a></li>
-<li class="toctree-l2"><a class="reference internal" href="testing.html#adding-tests-for-your-model">Adding tests for your model</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="testing.html#unit-tests">Unit tests</a></li>
-<li class="toctree-l3"><a class="reference internal" href="testing.html#numerical-reference-tests">Numerical reference tests</a></li>
-<li class="toctree-l3"><a class="reference internal" href="testing.html#manufactured-solution">Manufactured solution</a></li>
-<li class="toctree-l3"><a class="reference internal" href="testing.html#implementation-procedure">Implementation procedure</a></li>
-</ul>
-</li>
+<li class="toctree-l2"><a class="reference internal" href="testing.html#adding-tests-for-your-model">Adding tests for your model</a></li>
 <li class="toctree-l2"><a class="reference internal" href="testing.html#maintenance-of-the-tests">Maintenance of the tests</a></li>
 </ul>
 </li>
diff --git a/master/developer_guide/model_expansion.html b/master/developer_guide/model_expansion.html
index 2b830491c..d149e77aa 100644
--- a/master/developer_guide/model_expansion.html
+++ b/master/developer_guide/model_expansion.html
@@ -48,6 +48,7 @@ <h3>Navigation</h3>
 <li class="toctree-l1"><a class="reference internal" href="../simulation/index.html">Simulation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../interface/index.html">Interface specifications</a></li>
 <li class="toctree-l1 current"><a class="reference internal" href="index.html">Developer Guide</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="cadet_python.html">CADET-Python Introduction</a></li>
 <li class="toctree-l2"><a class="reference internal" href="cadet_core_architecture.html">Software Architecture</a></li>
 <li class="toctree-l2"><a class="reference internal" href="build_options.html">CADET build options</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">Model Expansion</a><ul>
@@ -188,8 +189,8 @@ <h2>Testing and Publication<a class="headerlink" href="#testing-and-publication"
 An important part of the publication procedure on the software side is the implementation of tests:
 Every model or method extension of CADET-Core has to be tested adequatly before it can be merged into the master branch.
 Even if your extension is not planned to become a contribution to the master branch, rigorous testing should still be implemented as it is essential to ensure confidence in your code.
-Please refer to the <span class="xref std std-ref">testing</span> section for more technical information on the implementation of tests in CADET-Core.</p>
-<p>We highly recommend reading the reference tests subsection within the <span class="xref std std-ref">testing</span> section before writing the paper, as the testing procedure that we describe strongly overlaps with the model/method validation part, which should be part of the publication.</p>
+Please refer to the <a class="reference internal" href="testing.html#testing"><span class="std std-ref">CADET-Core testing</span></a> section for more technical information on the implementation of tests in CADET-Core.</p>
+<p>We highly recommend reading the reference tests subsection within the <a class="reference internal" href="testing.html#testing"><span class="std std-ref">CADET-Core testing</span></a> section before writing the paper, as the testing procedure that we describe strongly overlaps with the model/method validation part, which should be part of the publication.</p>
 </section>
 <section id="algorithmic-differentiation">
 <h2>Algorithmic differentiation<a class="headerlink" href="#algorithmic-differentiation" title="Link to this heading">¶</a></h2>
diff --git a/master/developer_guide/testing.html b/master/developer_guide/testing.html
index b9222d22e..383463a9a 100644
--- a/master/developer_guide/testing.html
+++ b/master/developer_guide/testing.html
@@ -48,6 +48,7 @@ <h3>Navigation</h3>
 <li class="toctree-l1"><a class="reference internal" href="../simulation/index.html">Simulation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../interface/index.html">Interface specifications</a></li>
 <li class="toctree-l1 current"><a class="reference internal" href="index.html">Developer Guide</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="cadet_python.html">CADET-Python Introduction</a></li>
 <li class="toctree-l2"><a class="reference internal" href="cadet_core_architecture.html">Software Architecture</a></li>
 <li class="toctree-l2"><a class="reference internal" href="build_options.html">CADET build options</a></li>
 <li class="toctree-l2"><a class="reference internal" href="model_expansion.html">Model Expansion</a></li>
@@ -108,7 +109,7 @@ <h3>Branches</h3>
 
 
   <section id="cadet-core-testing">
-<h1>CADET-Core testing<a class="headerlink" href="#cadet-core-testing" title="Link to this heading">¶</a></h1>
+<span id="testing"></span><h1>CADET-Core testing<a class="headerlink" href="#cadet-core-testing" title="Link to this heading">¶</a></h1>
 <section id="run-the-tests">
 <h2>Run the tests<a class="headerlink" href="#run-the-tests" title="Link to this heading">¶</a></h2>
 <p>If you want to run tests in CADET-Core you need to ensure that in the <cite>CMakeSettings.json</cite> file:</p>
@@ -141,7 +142,7 @@ <h2>Run the tests<a class="headerlink" href="#run-the-tests" title="Link to this
 <p>}</p>
 </div></blockquote>
 <p>After building, you can find the testRunner.exe in <code class="docutils literal notranslate"><span class="pre">CADET-root/build/test/Release</span></code> or, when build in debug mode, in <code class="docutils literal notranslate"><span class="pre">CADET-root/build/test/Debug</span></code>.</p>
-<p>To debug specific tests (with flag [testHere]) from the Visual Studio IDE, you can add the following configuration to the launch.vs.json file mentioned in the <span class="xref std std-ref">debugging</span> section:</p>
+<p>To debug specific tests (with flag [testHere]) from the Visual Studio IDE, you can add the following configuration to the launch.vs.json file mentioned in the <a class="reference internal" href="debugging.html#debugging"><span class="std std-ref">CADET-Core debugging</span></a> section:</p>
 <p>Select the testRunner.exe in the startup item dropdown menu and you can start debugging tests with the specified flag.</p>
 </section>
 <section id="adding-tests-for-your-model">
diff --git a/master/getting_started/index.html b/master/getting_started/index.html
index 81c9f6fd3..27744bd32 100644
--- a/master/getting_started/index.html
+++ b/master/getting_started/index.html
@@ -11,7 +11,6 @@
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
-    <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <link rel="canonical" href="https://cadet.github.io/master/getting_started/index.html" />
     <link rel="icon" href="../_static/cadet_icon.png"/>
     <link rel="index" title="Index" href="../genindex.html" />
diff --git a/master/getting_started/installation.html b/master/getting_started/installation.html
index d25133350..46e8e003b 100644
--- a/master/getting_started/installation.html
+++ b/master/getting_started/installation.html
@@ -111,9 +111,8 @@ <h2>Install CADET core simulator<a class="headerlink" href="#install-cadet-core-
 If you want to extend or modify CADET (e.g., add a custom binding model), you will need to build CADET from source.</p>
 <section id="install-pre-built-binaries">
 <h3>Install pre-built binaries<a class="headerlink" href="#install-pre-built-binaries" title="Link to this heading">¶</a></h3>
-<p>CADET can be installed via conda from the <code class="docutils literal notranslate"><span class="pre">conda-forge</span> <span class="pre">channel</span></code>.</p>
+<p>CADET can be installed via <a class="reference external" href="https://docs.anaconda.com/free/miniconda/">conda</a> from the <code class="docutils literal notranslate"><span class="pre">conda-forge</span> <span class="pre">channel</span></code>.</p>
 <p><code class="docutils literal notranslate"><span class="pre">conda</span> <span class="pre">install</span> <span class="pre">-c</span> <span class="pre">conda-forge</span> <span class="pre">cadet</span></code></p>
-<p>This requires a working <a class="reference external" href="https://docs.anaconda.com/anaconda/install/index.html">conda installation</a>.</p>
 <p>Optionally, use <a class="reference external" href="https://github.com/mamba-org/mamba">mamba</a> which uses a faster dependency solver than <code class="docutils literal notranslate"><span class="pre">conda</span></code>.</p>
 <p><code class="docutils literal notranslate"><span class="pre">mamba</span> <span class="pre">install</span> <span class="pre">-c</span> <span class="pre">conda-forge</span> <span class="pre">cadet</span></code></p>
 </section>
@@ -127,20 +126,20 @@ <h3>Install from source<a class="headerlink" href="#install-from-source" title="
 </section>
 </section>
 <section id="install-a-frontend">
-<span id="cadet-python"></span><h2>Install a frontend<a class="headerlink" href="#install-a-frontend" title="Link to this heading">¶</a></h2>
-<p>As of now, only a Python frontend is provided.</p>
-<section id="install-cadet-python">
-<h3>Install CADET-Python<a class="headerlink" href="#install-cadet-python" title="Link to this heading">¶</a></h3>
-<p>The easiest way to create CADET simulations is to use the <a class="reference external" href="https://github.com/modsim/CADET-python">CADET-Python</a> frontend.
-For this purpose, we recommend installing <a class="reference external" href="https://www.anaconda.com/">Anaconda</a>.
-Anaconda is a high-performance scientific distribution of Python that includes many common packages needed for scientific and engineering work.
-Download the installer from their <a class="reference external" href="https://www.anaconda.com/">website</a> and run it for the local user.</p>
-<p>To install <code class="docutils literal notranslate"><span class="pre">CADET-Python</span></code>, open an <cite>Anaconda Shell</cite> and execute:</p>
-<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>cadet-python
+<span id="cadet-process"></span><h2>Install a frontend<a class="headerlink" href="#install-a-frontend" title="Link to this heading">¶</a></h2>
+<p>CADET provides a Python API, called <code class="docutils literal notranslate"><span class="pre">CADET-Python</span></code>, which can be used to set the model input according to the Interface specifications section.
+Setting up the model using <code class="docutils literal notranslate"><span class="pre">CADET-Python</span></code> can become very tedious, especially for systems, and is outdated now that an actual frontend is available:</p>
+<p>We recommend using the <code class="docutils literal notranslate"><span class="pre">CADET-Process</span></code> frontend, which facilitates modeling processes using an object oriented model builder.
+This interface layer provides convenient access to all model parameters in the system.
+It automatically checks validity of the parameter values and sets reasonable default values where possible.</p>
+<section id="install-cadet-process">
+<h3>Install CADET-Process<a class="headerlink" href="#install-cadet-process" title="Link to this heading">¶</a></h3>
+<p>To install <code class="docutils literal notranslate"><span class="pre">CADET-Process</span></code>, open an <cite>anaconda shell</cite> or <cite>mamba shell</cite> and execute:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>CADET-Process
 </pre></div>
 </div>
-<p>If you would also like to use <a class="reference external" href="https://github.com/modsim/CADET-Match">CADET-Match</a> for parameter estimation, run:</p>
-<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>cadetmatch
+<p>If you want to use <code class="docutils literal notranslate"><span class="pre">CADET-Python</span></code>, open an <cite>anaconda shell</cite> or <cite>mamba shell</cite> and execute:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>CADET-Python
 </pre></div>
 </div>
 </section>
diff --git a/master/getting_started/overview.html b/master/getting_started/overview.html
deleted file mode 100644
index d804de6d2..000000000
--- a/master/getting_started/overview.html
+++ /dev/null
@@ -1,163 +0,0 @@
-<!DOCTYPE html>
-
-<html lang="en" data-content_root="../">
-  <head>
-    <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <title>CADET Overview &#8212; CADET</title>
-    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=d1102ebc" />
-    <link rel="stylesheet" type="text/css" href="../_static/css/custom.css?v=2bcfc6fe" />
-    <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=9a2dae69"></script>
-    <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
-    <link rel="canonical" href="https://cadet.github.io/master/getting_started/overview.html" />
-    <link rel="icon" href="../_static/cadet_icon.png"/>
-    <link rel="index" title="Index" href="../genindex.html" />
-    <link rel="search" title="Search" href="../search.html" />
-   
-  <link rel="stylesheet" href="../_static/custom.css" type="text/css" />
-  
-
-  
-  
-
-  </head><body>
-  <div class="document">
-    
-      <div class="sphinxsidebar" role="navigation" aria-label="Main">
-        <div class="sphinxsidebarwrapper">
-<h1 class="logo"><a href="../index.html">CADET</a></h1>
-
-
-
-<p class="blurb">CADET - An open platform for integrated process modelling and simulation</p>
-
-
-
-
-
-
-<h3>Navigation</h3>
-<ul>
-<li class="toctree-l1"><a class="reference internal" href="index.html">Getting started</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../modelling/index.html">Modelling</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../simulation/index.html">Simulation</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../interface/index.html">Interface specifications</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../developer_guide/index.html">Developer Guide</a></li>
-<li class="toctree-l1"><a class="reference external" href="https://cadet.github.io/CADET-Match/master/index.html">CADET-Match</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../license.html">License</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../zbibliography.html">Bibliography</a></li>
-<li class="toctree-l1"><a class="reference external" href="https://www.fz-juelich.de/portal/EN/Service/LegalNotice/_node.html">Legal notice</a></li>
-</ul>
-
-
-<search id="searchbox" style="display: none" role="search">
-  <h3 id="searchlabel">Quick search</h3>
-    <div class="searchformwrapper">
-    <form class="search" action="../search.html" method="get">
-      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
-      <input type="submit" value="Go" />
-    </form>
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-</search>
-<script>document.getElementById('searchbox').style.display = "block"</script>
-<h3>Releases</h3>
-<ul>
-  <li><a href="../../v4.3.0/getting_started/overview.html">v4.3.0</a></li>
-  <li><a href="../../v4.4.0/getting_started/overview.html">v4.4.0</a></li>
-</ul>
-<h3>Branches</h3>
-<ul>
-  <li><a href="overview.html">master</a></li>
-  <li><a href="../../chore/developer_guide/getting_started/overview.html">chore/developer_guide</a></li>
-</ul>
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-      </div>
-      <div class="documentwrapper">
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-    For the latest released version, please have a look at <a href="../../v4.4.0/getting_started/overview.html">v4.4.0</a>.
-    
-  </strong>
-</p>
-
-
-  <section id="cadet-overview">
-<span id="overview"></span><h1>CADET Overview<a class="headerlink" href="#cadet-overview" title="Link to this heading">¶</a></h1>
-<p>Performing a forward simulation comprises several steps:</p>
-<div class="toctree-wrapper compound">
-</div>
-<p>For this example, we will use CADET-Python (see <a class="reference internal" href="installation.html#cadet-python"><span class="std std-ref">Install a frontend</span></a>)
-CADET-Python is a file based interface for CADET.
-CADET still must be downloaded and built from <a class="reference external" href="https://github.com/modsim/CADET">https://github.com/modsim/CADET</a></p>
-<p>CADET-Python almost exactly maps to the documented CADET interface except that all dataset names are lowercase.
-This simplifies using the interface.</p>
-<p>This package includes the Cadet class and H5 class.
-H5 can be used as a simple generic HDF5 interface.</p>
-<p>As an example look at setting column porosity for column 1.
-From the CADET manual the path for this is /input/model/unit_001/COL_POROSITY</p>
-<p>In the python interface this becomes
-``
-sim = Cadet() sim.root.input.model.unit_001.col_porosity = 0.33
-``
-Once the simulation has been created it must be saved before it can be run
-``
-sim.filename = “/path/to/where/you/want/the/file.hdf5” sim.save()
-``</p>
-<section id="define-unit-operation-parameters">
-<h2>Define unit operation parameters<a class="headerlink" href="#define-unit-operation-parameters" title="Link to this heading">¶</a></h2>
-<p>See also: <a class="reference internal" href="../modelling/unit_operations/index.html#unit-operation-models"><span class="std std-ref">Unit operation models</span></a></p>
-</section>
-<section id="define-adsorption-and-reaction-paramters">
-<h2>Define adsorption and reaction paramters<a class="headerlink" href="#define-adsorption-and-reaction-paramters" title="Link to this heading">¶</a></h2>
-<p>See also: <a class="reference internal" href="../modelling/binding/index.html#binding-models"><span class="std std-ref">Binding models</span></a>, and <a class="reference internal" href="../interface/binding/index.html#ffadsorption"><span class="std std-ref">Binding models</span></a></p>
-<p>See also: <a class="reference internal" href="../modelling/reaction/index.html#reaction-models"><span class="std std-ref">Reaction models</span></a>, and <a class="reference internal" href="../interface/reaction/index.html#ffreaction"><span class="std std-ref">Reaction models</span></a></p>
-</section>
-<section id="setup-connections-and-switches">
-<h2>Setup connections and switches<a class="headerlink" href="#setup-connections-and-switches" title="Link to this heading">¶</a></h2>
-<p>See also: <a class="reference internal" href="../simulation/index.html#simulation"><span class="std std-ref">Simulation</span></a>, and <a class="reference internal" href="../modelling/networks.html#networks"><span class="std std-ref">Networks of unit operations</span></a>,</p>
-<p>See Tables <a class="reference internal" href="../interface/system.html#ffmodelsystemconnections"><span class="std std-ref">Group /input/model/connections</span></a> and <a class="reference internal" href="../interface/system.html#ffmodelconnectionswitch"><span class="std std-ref">Group /input/model/connections/switch_XXX</span></a>.</p>
-<img alt="../_images/sections.png" src="../_images/sections.png" />
-</section>
-<section id="configure-solver">
-<h2>Configure solver<a class="headerlink" href="#configure-solver" title="Link to this heading">¶</a></h2>
-</section>
-<section id="call-solver-and-read-results">
-<h2>Call solver and read results<a class="headerlink" href="#call-solver-and-read-results" title="Link to this heading">¶</a></h2>
-<p>``
-sim.load()
-``</p>
-</section>
-</section>
-
-
-
-          </div>
-          
-        </div>
-      </div>
-    <div class="clearer"></div>
-  </div>
-    <div class="footer">
-      &#169;2008-2024.
-      
-      |
-      <a href="../_sources/getting_started/overview.rst.txt"
-          rel="nofollow">Page source</a>
-    </div>
-
-    
-
-    
-  </body>
-</html>
\ No newline at end of file
diff --git a/master/getting_started/tutorials/breakthrough.html b/master/getting_started/tutorials/breakthrough.html
index 9c38923ea..568cbe460 100644
--- a/master/getting_started/tutorials/breakthrough.html
+++ b/master/getting_started/tutorials/breakthrough.html
@@ -11,7 +11,6 @@
     <script src="../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
-    <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <link rel="canonical" href="https://cadet.github.io/master/getting_started/tutorials/breakthrough.html" />
     <link rel="icon" href="../../_static/cadet_icon.png"/>
     <link rel="index" title="Index" href="../../genindex.html" />
@@ -46,12 +45,9 @@ <h3>Navigation</h3>
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Getting started</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="../installation.html">Installation</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">CADET Introduction</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="#preliminary-steps">0. Preliminary Steps</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#setting-up-the-model">1. Setting Up the Model</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#setting-up-time-sections-and-connections">2. Setting up Time Sections and Connections</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#setting-up-the-simulator-and-running-the-simulation">3. Setting Up the Simulator and Running the Simulation</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#plotting-the-results">4. Plotting the Results</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#exercises">Exercises</a></li>
 </ul>
 </li>
 </ul>
@@ -111,8 +107,8 @@ <h3>Branches</h3>
 <h1>CADET Introduction<a class="headerlink" href="#cadet-introduction" title="Link to this heading">¶</a></h1>
 <dl class="simple">
 <dt>Performing a forward simulation comprises several steps:</dt><dd><ul class="simple">
-<li><p>Setting up the model including all parameters and discretization options</p></li>
-<li><p>Defining sections and switches</p></li>
+<li><p>Setting up the model including all parameters</p></li>
+<li><p>Defining connectivity and dynamic events</p></li>
 <li><p>Setting up the simulator and actually running the simulation</p></li>
 <li><p>Evaluating results (e.g., plotting)</p></li>
 </ul>
@@ -120,223 +116,124 @@ <h1>CADET Introduction<a class="headerlink" href="#cadet-introduction" title="Li
 </dl>
 <p>In this tutorial, we will build a simple forward simulation with a breakthrough of one component using the following system:</p>
 <figure class="align-default">
-<img alt="../../_images/breakthrough_system.png" src="../../_images/breakthrough_system.png" />
+<img alt="../../_images/breakthrough_system.svg" src="../../_images/breakthrough_system.svg" />
 </figure>
-<p>For this purpose, we use <a class="reference internal" href="../installation.html#cadet-python"><span class="std std-ref">CADET-Python</span></a>, a file based frontend for CADET.
-CADET still must be downloaded (or built from source) as explained in the <a class="reference internal" href="../installation.html#installation"><span class="std std-ref">installation guide</span></a>.
-The Python frontend almost exactly maps to the documented <a class="reference internal" href="../../interface/index.html#file-format"><span class="std std-ref">CADET file format</span></a> except that all dataset names are lowercase.
-This simplifies using the frontend.
-The package includes a <code class="docutils literal notranslate"><span class="pre">Cadet</span></code> class which serves as a generic HDF5 frontend.</p>
-<p>As an example, we consider setting the external porosity for the column model (<code class="docutils literal notranslate"><span class="pre">unit_001</span></code>).
-From <a class="reference internal" href="../../interface/unit_operations/general_rate_model.html#general-rate-model-config"><span class="std std-ref">file format</span></a>, the path for this is <code class="docutils literal notranslate"><span class="pre">/input/model/unit_001/COL_POROSITY</span></code>.
-In the Python frontend, this becomes:</p>
-<div class="highlight-Python3 notranslate"><div class="highlight"><pre><span></span><span class="n">sim</span> <span class="o">=</span> <span class="n">Cadet</span><span class="p">()</span>
-<span class="n">sim</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">col_porosity</span> <span class="o">=</span> <span class="mf">0.33</span>
-</pre></div>
-</div>
-<section id="preliminary-steps">
-<h2>0. Preliminary Steps<a class="headerlink" href="#preliminary-steps" title="Link to this heading">¶</a></h2>
-<p>First, we need to import some libraries and specify the location of the <code class="docutils literal notranslate"><span class="pre">cadet-cli</span></code> executable (core simulator).
-It is located in the <code class="docutils literal notranslate"><span class="pre">bin</span></code> folder where CADET was installed.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
-<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
-
-<span class="kn">from</span> <span class="nn">cadet</span> <span class="kn">import</span> <span class="n">Cadet</span>
-<span class="n">Cadet</span><span class="o">.</span><span class="n">cadet_path</span> <span class="o">=</span> <span class="s1">&#39;/path/to/cadet-cli&#39;</span>
-</pre></div>
-</div>
-<p>To create the model and specify its parameters, we create an instance of the <code class="docutils literal notranslate"><span class="pre">Cadet</span></code> class.
-In the <code class="docutils literal notranslate"><span class="pre">root</span></code> attribute of this object, the parameter structure is defined as described in the <a class="reference internal" href="../../interface/introduction.html#ffintroduction"><span class="std std-ref">file format reference</span></a>.
-It is implemented as a <code class="docutils literal notranslate"><span class="pre">Dict</span></code> of the <a class="reference external" href="https://github.com/mewwts/addict"><code class="docutils literal notranslate"><span class="pre">addict</span></code> package</a>.
-This allows for creating arbitrary nested dictionaries using dot-notation.</p>
-<div class="admonition warning">
-<p class="admonition-title">Warning</p>
-<p>Note, that the <code class="docutils literal notranslate"><span class="pre">Cadet</span></code> class does not provide any sanity checks.
-If parameters are misspelled or have the wrong dimensions, they are simply ignored.
-This can cause problems later on, when the simulator is run.</p>
-</div>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span> <span class="o">=</span> <span class="n">Cadet</span><span class="p">()</span>
-</pre></div>
-</div>
-</section>
+<p>For this purpose, we use <a class="reference external" href="https://cadet-process.readthedocs.io/">CADET-Process</a>, an object oriented Python frontend for CADET.
+CADET still must be downloaded (or built from source) as explained in the <a class="reference internal" href="../installation.html#installation"><span class="std std-ref">installation guide</span></a>.</p>
+<figure class="align-default" id="id2">
+<img alt="../../_images/cadet_architecture_overview.png" src="../../_images/cadet_architecture_overview.png" />
+<figcaption>
+<p><span class="caption-number">Fig. 1 </span><span class="caption-text">Relations between CADET-Core, CADET-Python, and CADET-Process.</span><a class="headerlink" href="#id2" title="Link to this image">¶</a></p>
+</figcaption>
+</figure>
+<p>For more information on how to set up models using CADET-Python, a plain file based API for CADET, please refer to the <a class="reference internal" href="../../developer_guide/cadet_python.html#cadet-python"><span class="std std-ref">CADET-Python Introduction</span></a>.</p>
 <section id="setting-up-the-model">
 <h2>1. Setting Up the Model<a class="headerlink" href="#setting-up-the-model" title="Link to this heading">¶</a></h2>
-<p>Although the order of the parameter specification does not matter, it is reasonable to first specify the number of unit operations before we select the models and define the parameters.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">nunits</span> <span class="o">=</span> <span class="mi">3</span>
+<p>We first create a <code class="docutils literal notranslate"><span class="pre">ComponentSystem</span></code>.
+The <code class="docutils literal notranslate"><span class="pre">ComponentSystem</span></code> ensures that all parts of the process have the same number of components.
+Moreover, components can be named which automatically adds legends to the plot methods.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">CADETProcess.processModel</span> <span class="kn">import</span> <span class="n">ComponentSystem</span>
+
+<span class="n">component_system</span> <span class="o">=</span> <span class="n">ComponentSystem</span><span class="p">()</span>
+<span class="n">component_system</span><span class="o">.</span><span class="n">add_component</span><span class="p">(</span><span class="s1">&#39;A&#39;</span><span class="p">)</span>
 </pre></div>
 </div>
-<p>The available models are listed in the <a class="reference internal" href="../../modelling/unit_operations/index.html#unit-operation-models"><span class="std std-ref">unit operation chapter</span></a>.
-The units of the different parameters and quantities are given in the corresponding <a class="reference internal" href="../../interface/unit_operations/index.html#unit-operation-config"><span class="std std-ref">file format</span></a> of the respective unit operation.</p>
 <section id="inlet-model">
 <h3>Inlet Model<a class="headerlink" href="#inlet-model" title="Link to this heading">¶</a></h3>
-<p>In CADET, the <code class="docutils literal notranslate"><span class="pre">INLET</span></code> pseudo unit operation serves as a source for the system and is used to create arbitary concentration profiles as boundary conditions.
-First, we define an <code class="docutils literal notranslate"><span class="pre">INLET</span></code> as the first unit operation by adding the field <code class="docutils literal notranslate"><span class="pre">unit_000</span></code> in the <code class="docutils literal notranslate"><span class="pre">/input/model/</span></code> group.
+<p>In CADET, the <code class="docutils literal notranslate"><span class="pre">Inlet</span></code> pseudo unit operation serves as a source for the system and is used to create arbitary concentration profiles as boundary conditions.
 The concentration profile is described using a piecewise cubic polynomial (cubic spline in the continuous case) for each component, where the pieces are given by the time sections.
-Later, we will define the polynomials, when we look at time sections.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">unit_type</span> <span class="o">=</span> <span class="s1">&#39;INLET&#39;</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">ncomp</span> <span class="o">=</span> <span class="mi">1</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">inlet_type</span> <span class="o">=</span> <span class="s1">&#39;PIECEWISE_CUBIC_POLY&#39;</span>
+In this example we set a constant inlet concentration of 1 mM.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">CADETProcess.processModel</span> <span class="kn">import</span> <span class="n">Inlet</span>
+
+<span class="n">inlet</span> <span class="o">=</span> <span class="n">Inlet</span><span class="p">(</span><span class="n">component_system</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;inlet&#39;</span><span class="p">)</span>
+<span class="n">inlet</span><span class="o">.</span><span class="n">flow_rate</span> <span class="o">=</span> <span class="mf">6.683738370512285e-8</span>  <span class="c1"># m^3 / s</span>
+<span class="n">inlet</span><span class="o">.</span><span class="n">c</span> <span class="o">=</span> <span class="p">[[</span><span class="mf">1.0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">]]</span>  <span class="c1"># mol / m^3</span>
 </pre></div>
 </div>
 </section>
-<section id="general-rate-model">
-<h3>General Rate Model<a class="headerlink" href="#general-rate-model" title="Link to this heading">¶</a></h3>
-<p>We now add a second unit operation, the column model.
-For the <a class="reference internal" href="../../modelling/unit_operations/general_rate_model.html#general-rate-model-model"><span class="std std-ref">general rate model model</span></a>, we set the <code class="docutils literal notranslate"><span class="pre">unit_type</span></code> parameter of the corresponding unit operation model to <code class="docutils literal notranslate"><span class="pre">GENERAL_RATE_MODEL</span></code>.
-In this group, we set the parameters related to transport and column geometry.
-For a more detailed description of the parameters and their units, see the <a class="reference internal" href="../../interface/unit_operations/general_rate_model.html#general-rate-model-config"><span class="std std-ref">corresponding file format</span></a>.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">unit_type</span> <span class="o">=</span> <span class="s1">&#39;GENERAL_RATE_MODEL&#39;</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">ncomp</span> <span class="o">=</span> <span class="mi">1</span>
-
-<span class="c1">## Geometry</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">col_length</span> <span class="o">=</span> <span class="mf">0.1</span>                <span class="c1"># m</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">cross_section_area</span> <span class="o">=</span> <span class="mf">0.01</span>       <span class="c1"># m</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">col_porosity</span> <span class="o">=</span> <span class="mf">0.37</span>             <span class="c1"># -</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">par_porosity</span> <span class="o">=</span> <span class="mf">0.33</span>             <span class="c1"># -</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">par_radius</span> <span class="o">=</span> <span class="mf">1e-6</span>               <span class="c1"># m</span>
-                                                                
-<span class="c1">## Transport</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">col_dispersion</span> <span class="o">=</span> <span class="mf">1e-8</span>           <span class="c1"># m^2 / s (interstitial volume)</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">film_diffusion</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1e-5</span><span class="p">]</span>         <span class="c1"># m / s</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">par_diffusion</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1e-10</span><span class="p">,]</span>        <span class="c1"># m^2 / s (mobile phase)  </span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">par_surfdiffusion</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,]</span>      <span class="c1"># m^2 / s (solid phase)</span>
-</pre></div>
-</div>
-<p>Note that film, particle, and surface diffusion are all component-specific, that is, they are vectors of length <code class="docutils literal notranslate"><span class="pre">n_components</span></code>.</p>
+<section id="column-model">
+<h3>Column Model<a class="headerlink" href="#column-model" title="Link to this heading">¶</a></h3>
 <section id="adsorption-model">
 <h4>Adsorption Model<a class="headerlink" href="#adsorption-model" title="Link to this heading">¶</a></h4>
-<p>Every column model can be equipped with an adsorption model.
+<p>Every unit operation model can be equipped with an adsorption model.
 The available models are listed in the <a class="reference internal" href="../../modelling/binding/index.html#binding-models"><span class="std std-ref">binding model chapter</span></a>.</p>
-<p>For the <a class="reference internal" href="../../modelling/binding/multi_component_langmuir.html#multi-component-langmuir-model"><span class="std std-ref">Langmuir model</span></a>, we set the <code class="docutils literal notranslate"><span class="pre">adsorption_model</span></code> parameter of the corresponding unit operation model to <code class="docutils literal notranslate"><span class="pre">MULTI_COMPONENT_LANGMUIR</span></code>.
-Then, we decide if we want to use the <a class="reference internal" href="../../modelling/binding/index.html#binding-models"><span class="std std-ref">rapid-equilibrium assumption</span></a> in the binding model (<code class="docutils literal notranslate"><span class="pre">is_kinetic</span> <span class="pre">=</span> <span class="pre">False</span></code>), which is not the case here (dynamic binding).
+<p>For the <a class="reference internal" href="../../modelling/binding/multi_component_langmuir.html#multi-component-langmuir-model"><span class="std std-ref">Langmuir model</span></a>, we use the <code class="docutils literal notranslate"><span class="pre">Langmuir</span></code> class.
+Then, we decide if we want to use the <a class="reference internal" href="../../modelling/binding/index.html#binding-models"><span class="std std-ref">rapid-equilibrium assumption</span></a> in the binding model (<code class="docutils literal notranslate"><span class="pre">binding_model.is_kinetic</span> <span class="pre">=</span> <span class="pre">False</span></code>), which is not the case here (dynamic binding).
 Finally, the parameters of the binding model have to be set for each component (they are vectors of length <code class="docutils literal notranslate"><span class="pre">n_components</span></code>).
-They are described in the <a class="reference internal" href="../../interface/binding/multi_component_langmuir.html#multi-component-langmuir-config"><span class="std std-ref">corresponding file format specification</span></a>.
-In case of the Langmuir model, we have to specify the parameters <code class="docutils literal notranslate"><span class="pre">kA</span></code>, <code class="docutils literal notranslate"><span class="pre">kD</span></code>, and <code class="docutils literal notranslate"><span class="pre">qMAX</span></code>.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">adsorption_model</span> <span class="o">=</span> <span class="s1">&#39;MULTI_COMPONENT_LANGMUIR&#39;</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">adsorption</span><span class="o">.</span><span class="n">is_kinetic</span> <span class="o">=</span> <span class="kc">True</span>    <span class="c1"># Kinetic binding</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">adsorption</span><span class="o">.</span><span class="n">mcl_ka</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.0</span><span class="p">,]</span>      <span class="c1"># m^3 / (mol * s)   (mobile phase)</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">adsorption</span><span class="o">.</span><span class="n">mcl_kd</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.0</span><span class="p">,]</span>      <span class="c1"># 1 / s (desorption)</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">adsorption</span><span class="o">.</span><span class="n">mcl_qmax</span> <span class="o">=</span> <span class="p">[</span><span class="mf">100.0</span><span class="p">,]</span>  <span class="c1"># mol / m^3   (solid phase)</span>
+All model parameters can be listed using the <code class="docutils literal notranslate"><span class="pre">parameters</span></code> attribute.
+In case of the Langmuir model, we have to specify the parameters <code class="docutils literal notranslate"><span class="pre">adsorption_rate</span></code>, <code class="docutils literal notranslate"><span class="pre">desorption_rate</span></code>, and <code class="docutils literal notranslate"><span class="pre">capacity</span></code>.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">CADETProcess.processModel</span> <span class="kn">import</span> <span class="n">Langmuir</span>
+
+<span class="n">binding_model</span> <span class="o">=</span> <span class="n">Langmuir</span><span class="p">(</span><span class="n">component_system</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;binding_model&#39;</span><span class="p">)</span>
+<span class="n">binding_model</span><span class="o">.</span><span class="n">is_kinetic</span> <span class="o">=</span> <span class="kc">True</span>
+<span class="n">binding_model</span><span class="o">.</span><span class="n">adsorption_rate</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.0</span><span class="p">,</span> <span class="p">]</span>  <span class="c1"># m^3 / (mol * s)   (mobile phase</span>
+<span class="n">binding_model</span><span class="o">.</span><span class="n">desorption_rate</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.0</span><span class="p">,</span> <span class="p">]</span>  <span class="c1"># 1 / s (desorption)</span>
+<span class="n">binding_model</span><span class="o">.</span><span class="n">capacity</span> <span class="o">=</span> <span class="p">[</span><span class="mf">100.0</span><span class="p">,</span> <span class="p">]</span>  <span class="c1"># mol / m^3   (solid phase)</span>
+</pre></div>
+</div>
+</section>
+<section id="general-rate-model">
+<h4>General Rate Model<a class="headerlink" href="#general-rate-model" title="Link to this heading">¶</a></h4>
+<p>We now add a second unit operation, the column model.
+For the <a class="reference internal" href="../../modelling/unit_operations/general_rate_model.html#general-rate-model-model"><span class="std std-ref">general rate model model</span></a>, we use the <code class="docutils literal notranslate"><span class="pre">GeneralRateModel</span></code> class.
+In this class, we set the parameters related to transport and column geometry.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">CADETProcess.processModel</span> <span class="kn">import</span> <span class="n">GeneralRateModel</span>
+
+<span class="n">column</span> <span class="o">=</span> <span class="n">GeneralRateModel</span><span class="p">(</span><span class="n">component_system</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;column&#39;</span><span class="p">)</span>
+<span class="n">column</span><span class="o">.</span><span class="n">binding_model</span> <span class="o">=</span> <span class="n">binding_model</span>
+
+<span class="n">column</span><span class="o">.</span><span class="n">length</span> <span class="o">=</span> <span class="mf">0.014</span>  <span class="c1"># m</span>
+<span class="n">column</span><span class="o">.</span><span class="n">diameter</span> <span class="o">=</span> <span class="mf">0.02</span>  <span class="c1"># m</span>
+<span class="n">column</span><span class="o">.</span><span class="n">bed_porosity</span> <span class="o">=</span> <span class="mf">0.37</span>  <span class="c1"># -</span>
+<span class="n">column</span><span class="o">.</span><span class="n">particle_porosity</span> <span class="o">=</span> <span class="mf">0.75</span>  <span class="c1"># -</span>
+<span class="n">column</span><span class="o">.</span><span class="n">particle_radius</span> <span class="o">=</span> <span class="mf">4.5e-5</span>  <span class="c1"># m</span>
+
+<span class="n">column</span><span class="o">.</span><span class="n">axial_dispersion</span> <span class="o">=</span> <span class="mf">5.75e-8</span>  <span class="c1"># m^2 / s (interstitial volume)</span>
+<span class="n">column</span><span class="o">.</span><span class="n">film_diffusion</span> <span class="o">=</span> <span class="p">[</span><span class="mf">6.9e-6</span><span class="p">]</span>  <span class="c1"># m / s</span>
+<span class="n">column</span><span class="o">.</span><span class="n">pore_diffusion</span> <span class="o">=</span> <span class="p">[</span><span class="mf">7e-10</span><span class="p">,</span> <span class="p">]</span>  <span class="c1"># m^2 / s (mobile phase)</span>
+<span class="n">column</span><span class="o">.</span><span class="n">surface_diffusion</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">]</span>  <span class="c1"># m^2 / s (solid phase)</span>
 </pre></div>
 </div>
+<p>Note that film, pore, and surface diffusion are all component-specific, that is, they are vectors of length <code class="docutils literal notranslate"><span class="pre">n_components</span></code>.</p>
 </section>
 <section id="initial-conditions">
 <h4>Initial Conditions<a class="headerlink" href="#initial-conditions" title="Link to this heading">¶</a></h4>
 <p>Next, we specify the initial conditions (concentration of the components in the mobile and stationary phases) for the column.
 These concentrations are entered as vectors, where each entry gives the concentration for the corresponding component.
 In this example, we start with an empty column.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">init_c</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,]</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">init_q</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,]</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">column</span><span class="o">.</span><span class="n">c</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">column</span><span class="o">.</span><span class="n">cp</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">column</span><span class="o">.</span><span class="n">q</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">]</span>
 </pre></div>
 </div>
-</section>
-<section id="setting-up-the-discretization">
-<h4>Setting up the Discretization<a class="headerlink" href="#setting-up-the-discretization" title="Link to this heading">¶</a></h4>
-<p>There are several options for adapting the spatial discretization of the PDE model.
-However, the two most important ones are the number of grid cells in the column (axial direction) and the particles, which are also set in this example.
-We choose <code class="docutils literal notranslate"><span class="pre">20</span></code> axial cells in the column <code class="docutils literal notranslate"><span class="pre">ncol</span></code> and <code class="docutils literal notranslate"><span class="pre">5</span></code> radial cells in the particle <code class="docutils literal notranslate"><span class="pre">npar</span></code>.</p>
-<div class="admonition warning">
-<p class="admonition-title">Warning</p>
-<p>These are rather low values to make the examples run faster, since they are only for educational purposes.
-In practice, much higher values are expected (say 100-200 axial cells and 16-32 particle cells).
-Note that the WENO scheme, which handles the advection, drastically reduces the required amount of cells compared to an upwind scheme.</p>
-</div>
-<p>Moreover, we have to specify the number of bound states for each component.
-Finally, we set some other options for the discretization, which usually do not need to be changed.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="c1">### Grid cells</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">ncol</span> <span class="o">=</span> <span class="mi">20</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">npar</span> <span class="o">=</span> <span class="mi">5</span>
-
-<span class="c1">### Bound states</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">nbound</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">]</span>
-
-<span class="c1">### Other options</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">par_disc_type</span> <span class="o">=</span> <span class="s1">&#39;EQUIDISTANT_PAR&#39;</span>    
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">use_analytic_jacobian</span> <span class="o">=</span> <span class="mi">1</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">reconstruction</span> <span class="o">=</span> <span class="s1">&#39;WENO&#39;</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">gs_type</span> <span class="o">=</span> <span class="mi">1</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">max_krylov</span> <span class="o">=</span> <span class="mi">0</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">max_restarts</span> <span class="o">=</span> <span class="mi">10</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">schur_safety</span> <span class="o">=</span> <span class="mf">1.0e-8</span>
-
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">weno</span><span class="o">.</span><span class="n">boundary_model</span> <span class="o">=</span> <span class="mi">0</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">weno</span><span class="o">.</span><span class="n">weno_eps</span> <span class="o">=</span> <span class="mf">1e-10</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">discretization</span><span class="o">.</span><span class="n">weno</span><span class="o">.</span><span class="n">weno_order</span> <span class="o">=</span> <span class="mi">3</span>
-</pre></div>
-</div>
-</section>
-</section>
-<section id="outlet-model">
-<h3>Outlet Model<a class="headerlink" href="#outlet-model" title="Link to this heading">¶</a></h3>
+<hr class="docutils" />
 <p>The <code class="docutils literal notranslate"><span class="pre">OUTLET</span></code> is another pseudo unit operation that serves as sink for the system.</p>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
 <p>In this case, the outlet unit is actually not required. We could use the outlet concentration signal of the column model instead.</p>
 </div>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_002</span><span class="o">.</span><span class="n">unit_type</span> <span class="o">=</span> <span class="s1">&#39;OUTLET&#39;</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_002</span><span class="o">.</span><span class="n">ncomp</span> <span class="o">=</span> <span class="mi">1</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">CADETProcess.processModel</span> <span class="kn">import</span> <span class="n">Outlet</span>
+
+<span class="n">outlet</span> <span class="o">=</span> <span class="n">Outlet</span><span class="p">(</span><span class="n">component_system</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;outlet&#39;</span><span class="p">)</span>
 </pre></div>
 </div>
 </section>
 </section>
-<section id="setting-up-time-sections-and-connections">
-<h2>2. Setting up Time Sections and Connections<a class="headerlink" href="#setting-up-time-sections-and-connections" title="Link to this heading">¶</a></h2>
-<section id="time-sections">
-<h3>Time Sections<a class="headerlink" href="#time-sections" title="Link to this heading">¶</a></h3>
-<p><a class="reference internal" href="../../simulation/index.html#simtimesectionstransitions"><span class="std std-ref">Time sections</span></a> are used to specify changes of parameter values during the simulation.
-A section typically corresponds to an operating step (load, wash, elute etc.), but can also be used to indicate changes in connectivity, or even discontinuities of <a class="reference internal" href="../../interface/introduction.html#section-dependent-parameters"><span class="std std-ref">model parameters</span></a>.</p>
-<p>In the <code class="docutils literal notranslate"><span class="pre">/input/solver/sections/</span></code> group, <code class="docutils literal notranslate"><span class="pre">nsec</span></code> denotes the number of sections.
-The start and end times of a section are given in the <code class="docutils literal notranslate"><span class="pre">section_times</span></code> vector.
-It should always start at <code class="docutils literal notranslate"><span class="pre">0.0</span></code> and contains <code class="docutils literal notranslate"><span class="pre">nsec</span> <span class="pre">+</span> <span class="pre">1</span></code> values, that is, the <code class="docutils literal notranslate"><span class="pre">i</span></code>th section goes from <code class="docutils literal notranslate"><span class="pre">section_times[i]</span></code> to <code class="docutils literal notranslate"><span class="pre">section_times[i+1]</span></code>.</p>
-<p>The <code class="docutils literal notranslate"><span class="pre">section_continuity</span></code> indicates whether a transition from one section to the next is continuous in both the inlet and the parameters.
-It has <code class="docutils literal notranslate"><span class="pre">nsec</span> <span class="pre">-</span> <span class="pre">1</span></code> number of values, since there is one transition less than there are sections.
-The continuity is used in CADET’s time integrator, which needs to decide whether to restart on entering a new section.
-If the transition is continuous, the time integrator can try to step over the transition without restarting, thus saving some computation time (since the restart is costly).
-If you are unsure about the continuity, just leave it at <code class="docutils literal notranslate"><span class="pre">0</span></code>.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">sections</span><span class="o">.</span><span class="n">nsec</span> <span class="o">=</span> <span class="mi">1</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">sections</span><span class="o">.</span><span class="n">section_times</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">1200</span><span class="p">,]</span>   <span class="c1"># s</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">sections</span><span class="o">.</span><span class="n">section_continuity</span> <span class="o">=</span> <span class="p">[]</span>
-</pre></div>
-</div>
-<p>As mentioned earlier, we now define the <code class="docutils literal notranslate"><span class="pre">INLET</span></code> profile using a piecewise cubic polynomial.
-On each section <span class="math notranslate nohighlight">\([ t_i, t_{i+1} ]\)</span> a cubic polynomial <span class="math notranslate nohighlight">\(p_i\)</span> is defined:</p>
-<div class="math notranslate nohighlight">
-\[p_i( t ) = d * (t - t_i)^3 + c * (t - t_i)^2 + b * (t - t_i) + a,\]</div>
-<p>where the coefficients of the polynomial are <code class="docutils literal notranslate"><span class="pre">const_coeff</span></code> (a), <code class="docutils literal notranslate"><span class="pre">lin_coeff</span></code> (b), <code class="docutils literal notranslate"><span class="pre">quad_coeff</span></code> (c), and <code class="docutils literal notranslate"><span class="pre">cube_coeff</span></code> (d).
-Note that the constant coefficient <code class="docutils literal notranslate"><span class="pre">const_coeff</span></code> determines the starting concentration on each section.
-The stopping concentration is given by <span class="math notranslate nohighlight">\(p_i( t_{i+1} )\)</span> or <span class="math notranslate nohighlight">\(p_{i+1}( t_{i+1} )\)</span> in case of a continuous profile.</p>
-<p>In this example, which has only one section, we define its coefficients by adding the field <code class="docutils literal notranslate"><span class="pre">sec_000</span></code> to the inlet unit (<code class="docutils literal notranslate"><span class="pre">unit_000</span></code>).
-Since the column should be constantly fed with <span class="math notranslate nohighlight">\(1.0 \cdot 10^{-3} mol / m^3\)</span>, we set <code class="docutils literal notranslate"><span class="pre">const_coeff</span></code> to <code class="docutils literal notranslate"><span class="pre">[1.0e-3]</span></code> and all other cofficients to <code class="docutils literal notranslate"><span class="pre">[0.0]</span></code>.
-Note that for more components, a vector of coefficients needs to be specified.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">sec_000</span><span class="o">.</span><span class="n">const_coeff</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.0e-3</span><span class="p">,]</span> <span class="c1"># mol / m^3</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">sec_000</span><span class="o">.</span><span class="n">lin_coeff</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,]</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">sec_000</span><span class="o">.</span><span class="n">quad_coeff</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,]</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">sec_000</span><span class="o">.</span><span class="n">cube_coeff</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.0</span><span class="p">,]</span>
-</pre></div>
-</div>
-</section>
 <section id="system-connectivity">
 <h3>System Connectivity<a class="headerlink" href="#system-connectivity" title="Link to this heading">¶</a></h3>
-<p>In order to specify the <a class="reference internal" href="../../modelling/networks.html#networks"><span class="std std-ref">connectivity of the network</span></a>, we have to provide a list of connections.
-CADET requires that we append all connections to a long vector (i.e., if each connection is a row in a matrix, CADET wants this matrix in row-major storage).
-Moreover, we have to specify the section in which the specified connectivity should be applied.</p>
-<p>The elements of a connection are (in order):</p>
-<blockquote>
-<div><p><code class="docutils literal notranslate"><span class="pre">[UnitOpID</span> <span class="pre">from,</span> <span class="pre">UnitOpID</span> <span class="pre">to,</span> <span class="pre">Component</span> <span class="pre">from,</span> <span class="pre">Component</span> <span class="pre">to,</span> <span class="pre">Volumetric</span> <span class="pre">flow</span> <span class="pre">rate]</span></code></p>
-</div></blockquote>
-<p>Usually, <code class="docutils literal notranslate"><span class="pre">Component</span> <span class="pre">from</span></code> and <code class="docutils literal notranslate"><span class="pre">Component</span> <span class="pre">to</span></code> can be set to <code class="docutils literal notranslate"><span class="pre">-1</span></code>, which will connect all components from the origin and destination unit operations.</p>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>Since CADET version 4.1, the flow rates can also be defined with piecewise cubic polynomials.
-Also, for the 2D General rate model inlet ports need to be speciefied.
-For more information on the parameters, see the <a class="reference internal" href="../../interface/system.html#ffmodelsystemconnections"><span class="std std-ref">file format specification</span></a>.</p>
-</div>
-<p>In this case, we connect all components of <code class="docutils literal notranslate"><span class="pre">unit_000</span></code> to <code class="docutils literal notranslate"><span class="pre">unit_001</span></code>, and from <code class="docutils literal notranslate"><span class="pre">unit_001</span></code> to <code class="docutils literal notranslate"><span class="pre">unit_002</span></code>.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">connections</span><span class="o">.</span><span class="n">nswitches</span> <span class="o">=</span> <span class="mi">1</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">connections</span><span class="o">.</span><span class="n">switch_000</span><span class="o">.</span><span class="n">section</span> <span class="o">=</span> <span class="mi">0</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">connections</span><span class="o">.</span><span class="n">switch_000</span><span class="o">.</span><span class="n">connections</span> <span class="o">=</span> <span class="p">[</span>
-    <span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">60</span><span class="o">/</span><span class="mf">1e6</span><span class="p">,</span>  <span class="c1"># [unit_000, unit_001, all components, all components, Q/ m^3*s^-1 </span>
-    <span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">60</span><span class="o">/</span><span class="mf">1e6</span><span class="p">]</span>  <span class="c1"># [unit_001, unit_002, all components, all components, Q/ m^3*s^-1 </span>
+<p>The connectivity of unit operations is defined in the <code class="docutils literal notranslate"><span class="pre">FlowSheet</span></code> class.
+This class provides a directed graph structure that allows for the simple definition of configurations for multiple columns or reactor-separator networks, even when they are cyclic.
+We add the previously defined units to the flow sheet and add connections between them.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">CADETProcess.processModel</span> <span class="kn">import</span> <span class="n">FlowSheet</span>
+
+<span class="n">flow_sheet</span> <span class="o">=</span> <span class="n">FlowSheet</span><span class="p">(</span><span class="n">component_system</span><span class="p">)</span>
+
+<span class="n">flow_sheet</span><span class="o">.</span><span class="n">add_unit</span><span class="p">(</span><span class="n">inlet</span><span class="p">)</span>
+<span class="n">flow_sheet</span><span class="o">.</span><span class="n">add_unit</span><span class="p">(</span><span class="n">column</span><span class="p">)</span>
+<span class="n">flow_sheet</span><span class="o">.</span><span class="n">add_unit</span><span class="p">(</span><span class="n">outlet</span><span class="p">,</span> <span class="n">product_outlet</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+<span class="n">flow_sheet</span><span class="o">.</span><span class="n">add_connection</span><span class="p">(</span><span class="n">inlet</span><span class="p">,</span> <span class="n">column</span><span class="p">)</span>
+<span class="n">flow_sheet</span><span class="o">.</span><span class="n">add_connection</span><span class="p">(</span><span class="n">column</span><span class="p">,</span> <span class="n">outlet</span><span class="p">)</span>
 </pre></div>
 </div>
 <div class="admonition note">
@@ -345,96 +242,40 @@ <h3>System Connectivity<a class="headerlink" href="#system-connectivity" title="
 This restriction does not apply to a <a class="reference internal" href="../../modelling/unit_operations/cstr.html#cstr-model"><span class="std std-ref">CSTR model</span></a>, because it has a variable volume.</p>
 </div>
 </section>
+<section id="process-properties">
+<h3>Process properties<a class="headerlink" href="#process-properties" title="Link to this heading">¶</a></h3>
+<p>The <code class="docutils literal notranslate"><span class="pre">Process</span></code> class is used to define dynamic changes of model parameters or flow sheet connections.
+This includes the duration of a simulation (<code class="docutils literal notranslate"><span class="pre">cycle_time</span></code>).
+To instantiate a <code class="docutils literal notranslate"><span class="pre">Process</span></code>, a <code class="docutils literal notranslate"><span class="pre">FlowSheet</span></code> needs to be passed as argument, as well as a string to name that process.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">CADETProcess.processModel</span> <span class="kn">import</span> <span class="n">Process</span>
+
+<span class="n">process</span> <span class="o">=</span> <span class="n">Process</span><span class="p">(</span><span class="n">flow_sheet</span><span class="p">,</span> <span class="s1">&#39;Langmuir Breakthrough&#39;</span><span class="p">)</span>
+<span class="n">process</span><span class="o">.</span><span class="n">cycle_time</span> <span class="o">=</span> <span class="mf">1000.0</span>
+</pre></div>
+</div>
+</section>
 </section>
 <section id="setting-up-the-simulator-and-running-the-simulation">
 <h2>3. Setting Up the Simulator and Running the Simulation<a class="headerlink" href="#setting-up-the-simulator-and-running-the-simulation" title="Link to this heading">¶</a></h2>
-<p>Before we can start the simulation, we have to specify some settings for the simulator.</p>
-<p>First, we set some options for the solver and the time integrator.
-Usually, these only need to be adapted in special cases.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">gs_type</span> <span class="o">=</span> <span class="mi">1</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">max_krylov</span> <span class="o">=</span> <span class="mi">0</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">max_restarts</span> <span class="o">=</span> <span class="mi">10</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">schur_safety</span> <span class="o">=</span> <span class="mf">1e-8</span>
-
-<span class="c1"># Number of cores for parallel simulation</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">nthreads</span> <span class="o">=</span> <span class="mi">1</span>
-
-<span class="c1"># Tolerances for the time integrator</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">time_integrator</span><span class="o">.</span><span class="n">abstol</span> <span class="o">=</span> <span class="mf">1e-6</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">time_integrator</span><span class="o">.</span><span class="n">algtol</span> <span class="o">=</span> <span class="mf">1e-10</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">time_integrator</span><span class="o">.</span><span class="n">reltol</span> <span class="o">=</span> <span class="mf">1e-6</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">time_integrator</span><span class="o">.</span><span class="n">init_step_size</span> <span class="o">=</span> <span class="mf">1e-6</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">time_integrator</span><span class="o">.</span><span class="n">max_steps</span> <span class="o">=</span> <span class="mi">1000000</span>
-</pre></div>
-</div>
-<p>Of these options, the most interesting ones are <code class="docutils literal notranslate"><span class="pre">time_integrator.abstol</span></code> and <code class="docutils literal notranslate"><span class="pre">time_integrator.reltol</span></code>, which control the errors during time integration, and <code class="docutils literal notranslate"><span class="pre">nthreads</span></code>, which sets the number of CPU cores CADET is allowed to use.</p>
-<p>Second, we have to specify which results we want CADET to return.
-For this, we have to specify the <code class="docutils literal notranslate"><span class="pre">/input/return/</span></code> group.
-For more information, see the <a class="reference internal" href="../../interface/return_data.html#return"><span class="std std-ref">file format specification</span></a>.</p>
-<p>In this example, we want to write the concentration profile of the inlet and outlet of each unit operation.
-In addition, we are interested in the concentration in the interstitial volume (bulk volume) of the column.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="c1"># Return data</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">split_components_data</span> <span class="o">=</span> <span class="mi">0</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">split_ports_data</span> <span class="o">=</span> <span class="mi">0</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">write_solution_bulk</span> <span class="o">=</span> <span class="mi">1</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">write_solution_inlet</span> <span class="o">=</span> <span class="mi">1</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_000</span><span class="o">.</span><span class="n">write_solution_outlet</span> <span class="o">=</span> <span class="mi">1</span>
-
-<span class="c1"># Copy settings to the other unit operations</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_001</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_000</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_002</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="p">[</span><span class="s1">&#39;return&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unit_000</span>
-</pre></div>
-</div>
-<p>Finally, we have to set the time points at which we want to evaluate the solution.
-Note that the end time must not exceed the last section time specified in the model.
-If the time points are not set explicitly, the time integrator outputs the solution at arbitrary time points between <code class="docutils literal notranslate"><span class="pre">0</span></code> and <code class="docutils literal notranslate"><span class="pre">section_times[-1]</span></code>.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="c1"># Solution times</span>
-<span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">input</span><span class="o">.</span><span class="n">solver</span><span class="o">.</span><span class="n">user_solution_times</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1200</span><span class="p">,</span> <span class="mi">1001</span><span class="p">)</span>
-</pre></div>
-</div>
-<p>The last remaining step is to actually run the simulation.
-For this, we have to specify a filename, save the configuration to <code class="docutils literal notranslate"><span class="pre">H5</span></code>-format and call call the <code class="docutils literal notranslate"><span class="pre">model</span></code>’s <code class="docutils literal notranslate"><span class="pre">run()</span></code> function.
-We check if the simulation has completed successfully and load the results.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">filename</span> <span class="o">=</span> <span class="s1">&#39;model.h5&#39;</span>
-<span class="n">model</span><span class="o">.</span><span class="n">save</span><span class="p">()</span>
-
-<span class="n">data</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">run</span><span class="p">()</span>
-
-<span class="k">if</span> <span class="n">data</span><span class="o">.</span><span class="n">returncode</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
-    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Simulation completed successfully&quot;</span><span class="p">)</span>
-    <span class="n">model</span><span class="o">.</span><span class="n">load</span><span class="p">()</span>   
-<span class="k">else</span><span class="p">:</span>
-    <span class="nb">print</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
-    <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;Simulation failed&quot;</span><span class="p">)</span>
+<p>To simulate a <code class="docutils literal notranslate"><span class="pre">Process</span></code>, a simulator needs to be configured.
+The simulator translates the <code class="docutils literal notranslate"><span class="pre">Process</span></code> configuration into the API of the corresponding simulator.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">CADETProcess.simulator</span> <span class="kn">import</span> <span class="n">Cadet</span>
+
+<span class="n">process_simulator</span> <span class="o">=</span> <span class="n">Cadet</span><span class="p">()</span>
+
+<span class="n">simulation_results</span> <span class="o">=</span> <span class="n">process_simulator</span><span class="o">.</span><span class="n">simulate</span><span class="p">(</span><span class="n">process</span><span class="p">)</span>
 </pre></div>
 </div>
 </section>
 <section id="plotting-the-results">
 <h2>4. Plotting the Results<a class="headerlink" href="#plotting-the-results" title="Link to this heading">¶</a></h2>
-<p>The data is stored in the <code class="docutils literal notranslate"><span class="pre">/output/</span></code> group of the <code class="docutils literal notranslate"><span class="pre">Cadet</span></code> object.
-The structure and format of the data is described in the <a class="reference internal" href="../../interface/output_group.html#ffoutput"><span class="std std-ref">file format specification</span></a>.
+<p>The data is stored in the <code class="docutils literal notranslate"><span class="pre">.solution</span></code> group of the <code class="docutils literal notranslate"><span class="pre">SimulationResults</span></code> object.
 Finally, we plot the concentration signal at the outlet of the column.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">()</span>
-
-<span class="n">time</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">output</span><span class="o">.</span><span class="n">solution</span><span class="o">.</span><span class="n">solution_times</span>
-<span class="n">c</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">root</span><span class="o">.</span><span class="n">output</span><span class="o">.</span><span class="n">solution</span><span class="o">.</span><span class="n">unit_001</span><span class="o">.</span><span class="n">solution_outlet</span>
-<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">time</span><span class="o">/</span><span class="mi">60</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span>
-<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;$time~/~min$&#39;</span><span class="p">)</span>
-<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;$Outlet~concentration~/~mol \cdot m^{-3} $&#39;</span><span class="p">)</span>
-<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">simulation_results</span><span class="o">.</span><span class="n">solution</span><span class="o">.</span><span class="n">column</span><span class="o">.</span><span class="n">outlet</span><span class="o">.</span><span class="n">plot</span><span class="p">()</span>
 </pre></div>
 </div>
-<img alt="../../_images/breakthrough_chromatogram.png" src="../../_images/breakthrough_chromatogram.png" />
-</section>
-<section id="exercises">
-<h2>Exercises<a class="headerlink" href="#exercises" title="Link to this heading">¶</a></h2>
-<ul class="simple">
-<li><p>Add a second inlet section from <code class="docutils literal notranslate"><span class="pre">10000</span></code> to <code class="docutils literal notranslate"><span class="pre">40000</span></code> seconds in which no sample is fed into the column (rectangular pulse).</p></li>
-<li><p>Increase the length of the column and the flow rate.</p></li>
-<li><p>Increase the desorption coefficient <code class="docutils literal notranslate"><span class="pre">MCL_KD</span></code>.</p></li>
-<li><p>Add a second component.</p></li>
-<li><p>Plot the concentration profile of the <code class="docutils literal notranslate"><span class="pre">INLET</span></code> unit operation</p></li>
-</ul>
+<img alt="../../_images/breakthrough_chromatogram1.png" src="../../_images/breakthrough_chromatogram1.png" />
+<p>For further details on the front-end and more examples please refer to the <a class="reference external" href="https://cadet-process.readthedocs.io/">CADET-Process</a> documentation.</p>
 </section>
 </section>
 
diff --git a/master/interface/introduction.html b/master/interface/introduction.html
index 73c8b04b3..d739c887f 100644
--- a/master/interface/introduction.html
+++ b/master/interface/introduction.html
@@ -111,9 +111,9 @@ <h3>Branches</h3>
 <span id="ffintroduction"></span><h1>Introduction<a class="headerlink" href="#introduction" title="Link to this heading">¶</a></h1>
 <section id="global-structure">
 <h2>Global structure<a class="headerlink" href="#global-structure" title="Link to this heading">¶</a></h2>
-<p>The global structure (see <a class="reference internal" href="#ffrootfig"><span class="std std-numref">Fig. 9</span></a>) is divided into three parts: <code class="docutils literal notranslate"><span class="pre">input</span></code>, <code class="docutils literal notranslate"><span class="pre">output</span></code>, and <code class="docutils literal notranslate"><span class="pre">meta</span></code>.
-Every valid CADET file needs an <code class="docutils literal notranslate"><span class="pre">input</span></code> group (see <a class="reference internal" href="#ffinputfig"><span class="std std-numref">Fig. 10</span></a>) which contains all relevant information for simulating a model.
-It does not need an <code class="docutils literal notranslate"><span class="pre">output</span></code> (see <a class="reference internal" href="#ffoutputfig"><span class="std std-numref">Fig. 12</span></a>) or <code class="docutils literal notranslate"><span class="pre">meta</span></code> (see <a class="reference internal" href="#ffrootfig"><span class="std std-numref">Fig. 9</span></a>) group, since those are created when results are written.
+<p>The global structure (see <a class="reference internal" href="#ffrootfig"><span class="std std-numref">Fig. 10</span></a>) is divided into three parts: <code class="docutils literal notranslate"><span class="pre">input</span></code>, <code class="docutils literal notranslate"><span class="pre">output</span></code>, and <code class="docutils literal notranslate"><span class="pre">meta</span></code>.
+Every valid CADET file needs an <code class="docutils literal notranslate"><span class="pre">input</span></code> group (see <a class="reference internal" href="#ffinputfig"><span class="std std-numref">Fig. 11</span></a>) which contains all relevant information for simulating a model.
+It does not need an <code class="docutils literal notranslate"><span class="pre">output</span></code> (see <a class="reference internal" href="#ffoutputfig"><span class="std std-numref">Fig. 13</span></a>) or <code class="docutils literal notranslate"><span class="pre">meta</span></code> (see <a class="reference internal" href="#ffrootfig"><span class="std std-numref">Fig. 10</span></a>) group, since those are created when results are written.
 Whereas the <code class="docutils literal notranslate"><span class="pre">output</span></code> group is solely used as output and holds the results of the simulation, the <code class="docutils literal notranslate"><span class="pre">meta</span></code> group is used for input and output.
 Details such as file format version and simulator version are read from and written to the <code class="docutils literal notranslate"><span class="pre">meta</span></code> group.</p>
 <p>If not explicitly stated otherwise, all datasets are mandatory.
@@ -123,25 +123,25 @@ <h2>Global structure<a class="headerlink" href="#global-structure" title="Link t
 <figure class="align-default" id="id1">
 <span id="ffrootfig"></span><img alt="../_images/file_format_structure.png" src="../_images/file_format_structure.png" />
 <figcaption>
-<p><span class="caption-number">Fig. 9 </span><span class="caption-text">Structure of the groups in the root group of the file format</span><a class="headerlink" href="#id1" title="Link to this image">¶</a></p>
+<p><span class="caption-number">Fig. 10 </span><span class="caption-text">Structure of the groups in the root group of the file format</span><a class="headerlink" href="#id1" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
 <figure class="align-default" id="id2">
 <span id="ffinputfig"></span><img alt="../_images/file_format_input.png" src="../_images/file_format_input.png" />
 <figcaption>
-<p><span class="caption-number">Fig. 10 </span><span class="caption-text">High-level structure of the groups in the input part of the file format</span><a class="headerlink" href="#id2" title="Link to this image">¶</a></p>
+<p><span class="caption-number">Fig. 11 </span><span class="caption-text">High-level structure of the groups in the input part of the file format</span><a class="headerlink" href="#id2" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
 <figure class="align-default" id="id3">
 <span id="ffmodelunitopcolumnfig"></span><img alt="../_images/file_format_input_model_unit.png" src="../_images/file_format_input_model_unit.png" />
 <figcaption>
-<p><span class="caption-number">Fig. 11 </span><span class="caption-text">Structure of the groups in a column unit operation (/input/model group)</span><a class="headerlink" href="#id3" title="Link to this image">¶</a></p>
+<p><span class="caption-number">Fig. 12 </span><span class="caption-text">Structure of the groups in a column unit operation (/input/model group)</span><a class="headerlink" href="#id3" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
 <figure class="align-default" id="id4">
 <span id="ffoutputfig"></span><img alt="../_images/file_format_output.png" src="../_images/file_format_output.png" />
 <figcaption>
-<p><span class="caption-number">Fig. 12 </span><span class="caption-text">Structure of the groups in the output part of the file format</span><a class="headerlink" href="#id4" title="Link to this image">¶</a></p>
+<p><span class="caption-number">Fig. 13 </span><span class="caption-text">Structure of the groups in the output part of the file format</span><a class="headerlink" href="#id4" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
 </section>
diff --git a/master/modelling/unit_operations/general_rate_model.html b/master/modelling/unit_operations/general_rate_model.html
index 77fa6ecdf..4158648e6 100644
--- a/master/modelling/unit_operations/general_rate_model.html
+++ b/master/modelling/unit_operations/general_rate_model.html
@@ -184,11 +184,11 @@ <h3>Branches</h3>
 <figure class="align-default" id="id8">
 <span id="modelgrmcolumn"></span><img alt="../../_images/column_bulk_model.png" src="../../_images/column_bulk_model.png" />
 <figcaption>
-<p><span class="caption-number">Fig. 1 </span><span class="caption-text">Column bulk model</span><a class="headerlink" href="#id8" title="Link to this image">¶</a></p>
+<p><span class="caption-number">Fig. 2 </span><span class="caption-text">Column bulk model</span><a class="headerlink" href="#id8" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
 <p>The GRM describes transport of solute molecules through the interstitial column volume by convective flow, band broadening caused by axial dispersion, mass transfer resistance through a stagnant film around the beads, pore (and surface) diffusion in the porous beads <span id="id2">[<a class="reference internal" href="../../zbibliography.html#id24" title="Z. Ma, R. D. Whitley, and N.-H. L. Wang. Pore and surface diffusion in multicomponent adsorption and liquid chromatography systems. AIChE Journal, 42(5):1244–1262, May 1996. URL: http://doi.wiley.com/10.1002/aic.690420507, doi:10.1002/aic.690420507.">5</a>, <a class="reference internal" href="../../zbibliography.html#id23" title="Petr Schneider and J. M. Smith. Chromatographic study of surface diffusion. AIChE Journal, 14(6):886–895, November 1968. URL: http://doi.wiley.com/10.1002/aic.690140613, doi:10.1002/aic.690140613.">6</a>, <a class="reference internal" href="../../zbibliography.html#id25" title="Kanji Miyabe. Surface diffusion in reversed-phase liquid chromatography using silica gel stationary phases of different C1 and C18 ligand densities. Journal of Chromatography A, 1167(2):161–70, October 2007. URL: http://www.ncbi.nlm.nih.gov/pubmed/17825832, doi:10.1016/j.chroma.2007.08.045.">7</a>]</span>, and adsorption to the inner bead surfaces.</p>
-<p>Consider a column of length <span class="math notranslate nohighlight">\(L&gt;0\)</span> filled with spherical beads of (possibly) multiple types with radius <span class="math notranslate nohighlight">\(r_{p,j} \ll L\)</span> (see <a class="reference internal" href="#modelgrmcolumn"><span class="std std-numref">Fig. 1</span></a>), where <span class="math notranslate nohighlight">\(j\)</span> is the particle type index. The mass balance in the interstitial column volume is described by</p>
+<p>Consider a column of length <span class="math notranslate nohighlight">\(L&gt;0\)</span> filled with spherical beads of (possibly) multiple types with radius <span class="math notranslate nohighlight">\(r_{p,j} \ll L\)</span> (see <a class="reference internal" href="#modelgrmcolumn"><span class="std std-numref">Fig. 2</span></a>), where <span class="math notranslate nohighlight">\(j\)</span> is the particle type index. The mass balance in the interstitial column volume is described by</p>
 <div class="math notranslate nohighlight" id="equation-modelcolumn">
 <span class="eqno">(1)<a class="headerlink" href="#equation-modelcolumn" title="Link to this equation">¶</a></span>\[\begin{split}\begin{aligned}
     \frac{\partial c^\ell_i}{\partial t} = -u \frac{\partial c^\ell_i}{\partial z} + D_{\text{ax},i} \frac{\partial^2 c^\ell_i}{\partial z^2} &amp;- \frac{1}{\beta_c} \sum_j d_j \frac{3}{r_{p,j}} k_{f,j,i} \left[ c^\ell_i - c^p_{j,i}(\cdot, \cdot, r_{p,j}) \right] \\
@@ -206,7 +206,7 @@ <h3>Branches</h3>
     \frac{\partial c^\ell_i}{\partial z}(t, L) &amp;= 0 &amp; \forall t &gt; 0.
 \end{aligned}\]</div>
 <p>Note that the outlet boundary condition Eq. <a class="reference internal" href="#equation-bcoutlet">11</a> is also known as “do nothing” or natural outflow condition.</p>
-<p>In the liquid phase of the porous beads (see <a class="reference internal" href="#modelgrmcolumn"><span class="std std-numref">Fig. 1</span></a>) the mass balance is given by</p>
+<p>In the liquid phase of the porous beads (see <a class="reference internal" href="#modelgrmcolumn"><span class="std std-numref">Fig. 2</span></a>) the mass balance is given by</p>
 <div class="math notranslate nohighlight" id="equation-modelbead">
 <span class="eqno">(4)<a class="headerlink" href="#equation-modelbead" title="Link to this equation">¶</a></span>\[\begin{split}\begin{aligned}
     \frac{\partial c^p_{j,i}}{\partial t} &amp;+ \frac{1 - \varepsilon_{p,j}}{F_{\text{acc},j,i} \varepsilon_{p,j}} \frac{\partial}{\partial t} \sum_{m_{j,i}} c^s_{j,i,m_{j,i}} \\
@@ -246,14 +246,14 @@ <h3>Branches</h3>
 <figure class="align-default" id="id9">
 <span id="modelgrmbead"></span><img alt="../../_images/column_bead_model.png" src="../../_images/column_bead_model.png" />
 <figcaption>
-<p><span class="caption-number">Fig. 2 </span><span class="caption-text">Column bead model</span><a class="headerlink" href="#id9" title="Link to this image">¶</a></p>
+<p><span class="caption-number">Fig. 3 </span><span class="caption-text">Column bead model</span><a class="headerlink" href="#id9" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
 <figure class="align-default" id="id10">
 <span id="modelgrmstates"></span><a class="reference internal image-reference" href="../../_images/multiple_bound_states.png"><img alt="../../_images/multiple_bound_states.png" src="../../_images/multiple_bound_states.png" style="width: 340.0px; height: 268.0px;" />
 </a>
 <figcaption>
-<p><span class="caption-number">Fig. 3 </span><span class="caption-text">Binding with multiple bound states</span><a class="headerlink" href="#id10" title="Link to this image">¶</a></p>
+<p><span class="caption-number">Fig. 4 </span><span class="caption-text">Binding with multiple bound states</span><a class="headerlink" href="#id10" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
 <p>See Table <a class="reference internal" href="../../interface/unit_operations/general_rate_model.html#general-rate-model-config"><span class="std std-ref">General Rate Model</span></a>.</p>
@@ -265,11 +265,11 @@ <h3>Branches</h3>
 Slabs are assumed to have two large sides such that molecules enter through the two large faces (i.e., the remaining four small faces are sealed).</p>
 <p>All particle forms support core-shell beads that have an impermeable core.
 The particles are characterized by their (outer) “radius” <span class="math notranslate nohighlight">\(r_{p,j}\)</span> and their (inner) core “radius” <span class="math notranslate nohighlight">\(r_{c,j} \in [0, r_{p,j})\)</span>.
-See <a class="reference internal" href="#modelgrmparticlegeometries"><span class="std std-numref">Fig. 4</span></a>.</p>
+See <a class="reference internal" href="#modelgrmparticlegeometries"><span class="std std-numref">Fig. 5</span></a>.</p>
 <figure class="align-default" id="id11">
 <span id="modelgrmparticlegeometries"></span><img alt="../../_images/column_particle_geometries.png" src="../../_images/column_particle_geometries.png" />
 <figcaption>
-<p><span class="caption-number">Fig. 4 </span><span class="caption-text">Particle geometries</span><a class="headerlink" href="#id11" title="Link to this image">¶</a></p>
+<p><span class="caption-number">Fig. 5 </span><span class="caption-text">Particle geometries</span><a class="headerlink" href="#id11" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
 <p>For cylinders, the factor <span class="math notranslate nohighlight">\(3 / r_{p,j}\)</span> in Eq. (<a class="reference internal" href="#equation-modelcolumn">1</a>) changes to <span class="math notranslate nohighlight">\(2 / r_{p,j}\)</span> and the diffusion operator in Eq. (<a class="reference internal" href="#equation-modelbead">4</a>) and Eq. (<a class="reference internal" href="#equation-dynbinding">6</a>) changes as</p>
@@ -353,7 +353,7 @@ <h3>Branches</h3>
 <li><p>The fluids are incompressible, i.e. the velocity field <span class="math notranslate nohighlight">\(\mathrm{V} \colon \mathbb{R}^3 \to \mathbb{R}^3\)</span> submits to <span class="math notranslate nohighlight">\(\operatorname{div}\left( \mathrm{V} \right) \equiv 0\)</span>.
 That is, the volumetric flow rate at the inner and outer column radius are the same.</p></li>
 </ul>
-<p>Consider a hollow (double walled) column with inner column diameter <span class="math notranslate nohighlight">\(\mathrm{P}_c&gt;0\)</span> and outer diameter <span class="math notranslate nohighlight">\(\mathrm{P}&gt;\mathrm{P}_c\)</span>, filled with spherical beads of (possibly) multiple types with radius <span class="math notranslate nohighlight">\(r_{p,j} \ll L\)</span> (see <a class="reference internal" href="#modelgrmcolumn"><span class="std std-numref">Fig. 1</span></a>), where <span class="math notranslate nohighlight">\(j\)</span> is the particle type index. The mass balance in the interstitial column volume is described by</p>
+<p>Consider a hollow (double walled) column with inner column diameter <span class="math notranslate nohighlight">\(\mathrm{P}_c&gt;0\)</span> and outer diameter <span class="math notranslate nohighlight">\(\mathrm{P}&gt;\mathrm{P}_c\)</span>, filled with spherical beads of (possibly) multiple types with radius <span class="math notranslate nohighlight">\(r_{p,j} \ll L\)</span> (see <a class="reference internal" href="#modelgrmcolumn"><span class="std std-numref">Fig. 2</span></a>), where <span class="math notranslate nohighlight">\(j\)</span> is the particle type index. The mass balance in the interstitial column volume is described by</p>
 <div class="math notranslate nohighlight" id="equation-modelradialcolumn">
 <span class="eqno">(10)<a class="headerlink" href="#equation-modelradialcolumn" title="Link to this equation">¶</a></span>\[\begin{split}\begin{aligned}
     \frac{\partial c^\ell_i}{\partial t} = -\frac{u}{\rho} \frac{\partial c^\ell_i}{\partial \rho} + D_{\text{rad},i} \frac{1}{\rho} \frac{\partial}{\partial \rho} \left(\rho \frac{\partial c^\ell_i}{\partial \rho} \right) &amp;- \frac{1}{\beta_c} \sum_j d_j \frac{3}{r_{p,j}} k_{f,j,i} \left[ c^\ell_i - c^p_{j,i}(\cdot, \cdot, r_{p,j}) \right] \\
diff --git a/master/modelling/unit_operations/lumped_rate_model_with_pores.html b/master/modelling/unit_operations/lumped_rate_model_with_pores.html
index 8e56e68cc..1aa0a68f9 100644
--- a/master/modelling/unit_operations/lumped_rate_model_with_pores.html
+++ b/master/modelling/unit_operations/lumped_rate_model_with_pores.html
@@ -159,7 +159,7 @@ <h2>Radial flow LRMP<a class="headerlink" href="#radial-flow-lrmp" title="Link t
 <li><p>The fluids are incompressible, i.e. the velocity field <span class="math notranslate nohighlight">\(\mathrm{V} \colon \mathbb{R}^3 \to \mathbb{R}^3\)</span> submits to <span class="math notranslate nohighlight">\(\operatorname{div}\left( \mathrm{V} \right) \equiv 0\)</span>.
 That is, the volumetric flow rate at the inner and outer column radius are the same.</p></li>
 </ul>
-<p>Consider a hollow (double walled) column with inner column diameter <span class="math notranslate nohighlight">\(\mathrm{P}_c&gt;0\)</span> and outer diameter <span class="math notranslate nohighlight">\(\mathrm{P}&gt;\mathrm{P}_c\)</span>, filled with spherical beads of (possibly) multiple types with radius <span class="math notranslate nohighlight">\(r_{p,j} \ll L\)</span> (see <a class="reference internal" href="general_rate_model.html#modelgrmcolumn"><span class="std std-numref">Fig. 1</span></a>), where <span class="math notranslate nohighlight">\(j\)</span> is the particle type index. The mass balance in the interstitial column volume is described by</p>
+<p>Consider a hollow (double walled) column with inner column diameter <span class="math notranslate nohighlight">\(\mathrm{P}_c&gt;0\)</span> and outer diameter <span class="math notranslate nohighlight">\(\mathrm{P}&gt;\mathrm{P}_c\)</span>, filled with spherical beads of (possibly) multiple types with radius <span class="math notranslate nohighlight">\(r_{p,j} \ll L\)</span> (see <a class="reference internal" href="general_rate_model.html#modelgrmcolumn"><span class="std std-numref">Fig. 2</span></a>), where <span class="math notranslate nohighlight">\(j\)</span> is the particle type index. The mass balance in the interstitial column volume is described by</p>
 <div class="math notranslate nohighlight">
 \[\begin{aligned}
     \frac{\partial c^\ell_i}{\partial t} &amp;= -\frac{u}{\rho} \frac{\partial c^\ell_i}{\partial \rho} + D_{\text{rad},i} \frac{1}{\rho} \frac{\partial}{\partial \rho} \left( \rho \frac{\partial c^\ell_i}{\partial \rho} \right) - \frac{1}{\beta_c} \sum_{j} d_j \frac{3}{r_{p,j}} k_{f,j,i}\left[ c^\ell_i - c^p_{j,i} \right] + f_{\text{react},i}^\ell\left(c^\ell\right),
diff --git a/master/modelling/unit_operations/multi_channel_transport_model.html b/master/modelling/unit_operations/multi_channel_transport_model.html
index 815d26302..0776a0646 100644
--- a/master/modelling/unit_operations/multi_channel_transport_model.html
+++ b/master/modelling/unit_operations/multi_channel_transport_model.html
@@ -134,7 +134,7 @@ <h3>Branches</h3>
     u_l c^\ell_{\text{in},i,l}(t) &amp;= u_l c^\ell_{i,l}(t,0) - D_{\text{ax},i,l} \frac{\partial c^\ell_{i,l}}{\partial z}(t, 0) &amp; \forall t &gt; 0,\\
     \frac{\partial c^\ell_{i,l}}{\partial z}(t, L) &amp;= 0 &amp; \forall t &gt; 0.
 \end{aligned}\end{split}\]</div>
-<p>The MCT model describes <span class="math notranslate nohighlight">\(N_k\)</span> one-dimensional spatially parallel channels (see <a class="reference internal" href="#fig-model-class"><span class="std std-numref">Fig. 5</span></a>).
+<p>The MCT model describes <span class="math notranslate nohighlight">\(N_k\)</span> one-dimensional spatially parallel channels (see <a class="reference internal" href="#fig-model-class"><span class="std std-numref">Fig. 6</span></a>).
 In each channel <span class="math notranslate nohighlight">\(l\)</span>, molecules of different species <span class="math notranslate nohighlight">\(i\)</span>, represented by a liquid phase concentration <span class="math notranslate nohighlight">\(c^\ell_{i,l}\)</span>, can be transported with flux velocities <span class="math notranslate nohighlight">\(v_{i,l}\)</span> while undergoing axial diffusion: <span class="math notranslate nohighlight">\(D_{\text{ax},i,l}\)</span>.
 Molecules can be laterally exchanged between any pair of channels <span class="math notranslate nohighlight">\(l\)</span> and <span class="math notranslate nohighlight">\(k\)</span> with rate constant <span class="math notranslate nohighlight">\(e^i_{lk}\)</span>.
 We note that the exchange fluxes are computed from the exchange rates w.r.t. the source channel volume, that is, channels with the same exchange rate but different volume will produce differently large exchange fluxes.
@@ -144,15 +144,15 @@ <h3>Branches</h3>
 <figure class="align-default" id="id7">
 <span id="fig-model-class"></span><img alt="../../_images/multi_channel_transport_model_class.png" src="../../_images/multi_channel_transport_model_class.png" />
 <figcaption>
-<p><span class="caption-number">Fig. 5 </span><span class="caption-text">Illustration of the Multichannel Transport model class and relevant parameters.
+<p><span class="caption-number">Fig. 6 </span><span class="caption-text">Illustration of the Multichannel Transport model class and relevant parameters.
 Figure taken from Jonas Bühler et al. <span id="id4">[<a class="reference internal" href="../../zbibliography.html#id39" title="Jonas Bühler, Eric von Lieres, and Gregor Huber. A class of compartmental models for long-distance tracer transport in plants. Journal of Theoretical Biology, 341:131-142, 2014. URL: https://www.sciencedirect.com/science/article/pii/S0022519313004530, doi:https://doi.org/10.1016/j.jtbi.2013.09.023.">9</a>]</span>.</span><a class="headerlink" href="#id7" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
-<p>The cross-section area <span class="math notranslate nohighlight">\(A_N\)</span> is individually specified for each channel (see <a class="reference internal" href="#fig-variable-areas"><span class="std std-numref">Fig. 6</span></a>). The MCT is agnostic to the shape of these cross sections, while their ratio determines the distribution of the volumetric flow.</p>
+<p>The cross-section area <span class="math notranslate nohighlight">\(A_N\)</span> is individually specified for each channel (see <a class="reference internal" href="#fig-variable-areas"><span class="std std-numref">Fig. 7</span></a>). The MCT is agnostic to the shape of these cross sections, while their ratio determines the distribution of the volumetric flow.</p>
 <figure class="align-default" id="id8">
 <span id="fig-variable-areas"></span><img alt="../../_images/mct_variable_areas.png" src="../../_images/mct_variable_areas.png" />
 <figcaption>
-<p><span class="caption-number">Fig. 6 </span><span class="caption-text">Scheme of exemplary channels with different cross section areas and arbitrary exchange between channels.</span><a class="headerlink" href="#id8" title="Link to this image">¶</a></p>
+<p><span class="caption-number">Fig. 7 </span><span class="caption-text">Scheme of exemplary channels with different cross section areas and arbitrary exchange between channels.</span><a class="headerlink" href="#id8" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
 <section id="use-case-tracer-transport-in-plants">
diff --git a/master/objects.inv b/master/objects.inv
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diff --git a/master/searchindex.js b/master/searchindex.js
index 582ab741b..8fde8aa80 100644
--- a/master/searchindex.js
+++ b/master/searchindex.js
@@ -1 +1 @@
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diff --git a/master/simulation/index.html b/master/simulation/index.html
index 6e3872912..28bc92ff9 100644
--- a/master/simulation/index.html
+++ b/master/simulation/index.html
@@ -120,10 +120,10 @@ <h3>Branches</h3>
 <figure class="align-default" id="id5">
 <span id="simflowchart"></span><img alt="../_images/time_integration.png" src="../_images/time_integration.png" />
 <figcaption>
-<p><span class="caption-number">Fig. 7 </span><span class="caption-text">General time integration procedure</span><a class="headerlink" href="#id5" title="Link to this image">¶</a></p>
+<p><span class="caption-number">Fig. 8 </span><span class="caption-text">General time integration procedure</span><a class="headerlink" href="#id5" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
-<p>The general control flow of a simulation is shown in <a class="reference internal" href="#simflowchart"><span class="std std-numref">Fig. 7</span></a>.
+<p>The general control flow of a simulation is shown in <a class="reference internal" href="#simflowchart"><span class="std std-numref">Fig. 8</span></a>.
 Some aspects of the tasks involved are discussed below.</p>
 <section id="time-sections-and-transitions">
 <span id="simtimesectionstransitions"></span><h2>Time sections and transitions<a class="headerlink" href="#time-sections-and-transitions" title="Link to this heading">¶</a></h2>
@@ -133,14 +133,14 @@ <h3>Branches</h3>
         t_0 &lt; t_1 &lt; \dots &lt; t_i &lt; t_{i+1} &lt; \dots &lt; t_{\text{end}}.
 \end{aligned}\]</div>
 <p>Time sections are used for various purposes, for example, for defining piecewise polynomials used as inlet profiles or external function, for changing operating conditions such as flow rates, or for changing the connectivity in a network of unit operations.
-A sequence of (one or more) time sections with smooth transitions is called a time slice (see <a class="reference internal" href="#simtimesections"><span class="std std-numref">Fig. 8</span></a>).</p>
+A sequence of (one or more) time sections with smooth transitions is called a time slice (see <a class="reference internal" href="#simtimesections"><span class="std std-numref">Fig. 9</span></a>).</p>
 <p>A transition from one section to the next can either be smooth or discontinuous.
 On smooth transitions, the time integrator can just step over the section transition.
 Contrary to smooth transitions, a discontinuous transition requires some extra work in resetting the time integrator and finding consistent initial conditions for the next time slice.</p>
 <figure class="align-default" id="id6">
-<span id="simtimesections"></span><img alt="../_images/sections1.png" src="../_images/sections1.png" />
+<span id="simtimesections"></span><img alt="../_images/sections.png" src="../_images/sections.png" />
 <figcaption>
-<p><span class="caption-number">Fig. 8 </span><span class="caption-text">Time sections, time slices, and transitions between them</span><a class="headerlink" href="#id6" title="Link to this image">¶</a></p>
+<p><span class="caption-number">Fig. 9 </span><span class="caption-text">Time sections, time slices, and transitions between them</span><a class="headerlink" href="#id6" title="Link to this image">¶</a></p>
 </figcaption>
 </figure>
 <section id="time-section-specification">
diff --git a/master/sitemap.xml b/master/sitemap.xml
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GIT binary patch
delta 21
ccmewp^e1S879&SyfvIUud`iY<BStR`0Af@JvH$=8

delta 21
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diff --git a/v4.3.0/.doctrees/interface/binding/self_association.doctree b/v4.3.0/.doctrees/interface/binding/self_association.doctree
index ba80e5e91d6b506760326faa23b0be8dbd5b2dd8..48cfc87fbdfeb077c1e0cec187679938d82150e6 100644
GIT binary patch
delta 23
ecmZ2=m~qu%#tjaP9GL~CraAE`8Jj&AlM(=I+6Zm{

delta 23
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diff --git a/v4.3.0/.doctrees/interface/binding/simplified_multi_state_steric_mass_action.doctree b/v4.3.0/.doctrees/interface/binding/simplified_multi_state_steric_mass_action.doctree
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GIT binary patch
delta 23
fcmaF-iRtktrVT}m9GL~CraAE`8JnvZUv38ggJ=qZ

delta 23
fcmaF-iRtktrVT}m97YvcS*Dfd=9{Y+Uv38gfz}E_

diff --git a/v4.3.0/.doctrees/interface/binding/steric_mass_action.doctree b/v4.3.0/.doctrees/interface/binding/steric_mass_action.doctree
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GIT binary patch
delta 23
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delta 23
fcmaF5mGS9T#tklv97YvcS*Dfd=9_&OXGQ`5bE*iy

diff --git a/v4.3.0/.doctrees/interface/consistent_initialization.doctree b/v4.3.0/.doctrees/interface/consistent_initialization.doctree
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GIT binary patch
delta 21
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delta 21
ccmcbVd?|TD2qTA4MOKz+rMda$7{)RK0AOGT$N&HU

diff --git a/v4.3.0/.doctrees/interface/flux_reconstruction.doctree b/v4.3.0/.doctrees/interface/flux_reconstruction.doctree
index 4bf7210ecd957e277959d99ec203aa43639c5e35..dc0d49ea5a1f3eca5684e8c6ee59eac2b6246e7c 100644
GIT binary patch
delta 21
ccmez9^wDX96C+1vfvIUud`iY<FGh6*0AJ1rfdBvi

delta 21
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diff --git a/v4.3.0/.doctrees/interface/index.doctree b/v4.3.0/.doctrees/interface/index.doctree
index 91d363e8c0cb418cb8407b4537b7686ee72feade..d955d8ea916915f29cc61468c1ad033477e28f86 100644
GIT binary patch
delta 21
ccmbPjFxy~*1|vsifvIUud`iY<1IE{408c0fHvj+t

delta 21
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diff --git a/v4.3.0/.doctrees/interface/input_group.doctree b/v4.3.0/.doctrees/interface/input_group.doctree
index c358fab414cc145f0fa6232404d7c998713195a1..130fdfc8eda2185f81d118e1501cfc4fca87cb5b 100644
GIT binary patch
delta 21
ccmaDR{Y-j;0wYIefvIUud`iY<4aR*u09L*STmS$7

delta 21
ccmaDR{Y-j;0wae}MOKz+rMdZL4aR*u097mp8~^|S

diff --git a/v4.3.0/.doctrees/interface/introduction.doctree b/v4.3.0/.doctrees/interface/introduction.doctree
index 38ed97d67d8842e71ec9c1a4d45a3fc9b1cd880a..26b32c36f7c41f5d64fbca91946fd85367fbc408 100644
GIT binary patch
delta 23
ecmeBcXX<Nb+MvhCky&7BniHRrvDu6<q6q+9R|m8J

delta 23
ecmeBcXX<Nb+MvhCVN{WoWm;)&zS)d1q6q+7#Rqf%

diff --git a/v4.3.0/.doctrees/interface/meta_group.doctree b/v4.3.0/.doctrees/interface/meta_group.doctree
index 674e61bb6584b3047368aa6a1f24f7daaf0b9c73..76787d3feb7f0a6ae0e0c30c35580379d0aeaa72 100644
GIT binary patch
delta 21
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delta 21
ccmZ1$yDWBt93zKOMOKz+rMdZLHO2;A0917b{{R30

diff --git a/v4.3.0/.doctrees/interface/output_group.doctree b/v4.3.0/.doctrees/interface/output_group.doctree
index d81be55a0f771e6ab1222b4a2dd5520af1cce01f..898bc6a4f3b27ffadc74b08fdf9e5bff166d24ae 100644
GIT binary patch
delta 31
mcmZ4gl5_n_&J9Y89GL~CraAE`8O>UZ?OKeC+qD>(T8ja@H3~HV

delta 31
mcmZ4gl5_n_&J9Y897YvcS*Dfd=FM7+?OKeC+qD>(T8ja<qY3o@

diff --git a/v4.3.0/.doctrees/interface/reactions.doctree b/v4.3.0/.doctrees/interface/reactions.doctree
index b79adc9e465eb39841d6eb98aa239650be8c1a92..ed351c969e561a3e56db90154a89f17fa0cc520c 100644
GIT binary patch
delta 23
fcmZ4UlzGil<_&6$9GL~CraAE`8JqPO>plViaj^+A

delta 23
fcmZ4UlzGil<_&6$97YvcS*Dfd=9~2x>plVia32Ws

diff --git a/v4.3.0/.doctrees/interface/return_data.doctree b/v4.3.0/.doctrees/interface/return_data.doctree
index d4dfacda141db9aad17e04dd51a0ba39591818fb..c13d8095af0438ef425ebd4b3067c3c763dd4d3d 100644
GIT binary patch
delta 27
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delta 27
icmaE}gXPT*mJM=@97YvcS*Dfd=FMu1+tnBu-J}7Nx(KWQ

diff --git a/v4.3.0/.doctrees/interface/sensitivities.doctree b/v4.3.0/.doctrees/interface/sensitivities.doctree
index 7db5be20b9abf71d9d82296721934004f5b2b4c5..100cc24b0cc70803daafc99e6e396d227e487694 100644
GIT binary patch
delta 23
ecmX^9jPdw0#tj;b9GL~CraAE`8Ji6l#ft!R@Cbzf

delta 23
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diff --git a/v4.3.0/.doctrees/interface/solver.doctree b/v4.3.0/.doctrees/interface/solver.doctree
index 686cf799c17ab3c958e65efaea49e3020d751e9a..1fa230dadfcfb6e099e0f420188c7ee1b77d78e0 100644
GIT binary patch
delta 23
fcmZ2Hk9qMt<_&U;9GL~CraAE`8JpD@|DFW^WeEu0

delta 23
fcmZ2Hk9qMt<_&U;97YvcS*Dfd=9|?R|DFW^V|NIi

diff --git a/v4.3.0/.doctrees/interface/system.doctree b/v4.3.0/.doctrees/interface/system.doctree
index df45e49fbde69648b23812b04dbde59fd72c7b44..b07576828a01b0d25e2e0344b08399b0009dfdd6 100644
GIT binary patch
delta 27
icmey<#`>p?b%PEgM`nSkX-<4fMzaayb`wTM4<`VU5(xbO

delta 27
icmey<#`>p?b%PEghfzgVmT9HAd9w-Qb`wTM4<`VRfC#++

diff --git a/v4.3.0/.doctrees/interface/unit_operations/2d_general_rate_model.doctree b/v4.3.0/.doctrees/interface/unit_operations/2d_general_rate_model.doctree
index f745233e8af4a1c18444b70b1a62af3b2869ccee..feab76fb55fb9bff372e32a6e4a62497106ad604 100644
GIT binary patch
delta 35
ocmZ4XkZ0LLo(-Oi9GL~CraAE`8O?!=?SYIS%(Oj_kvUW!0O|P)9RL6T

delta 35
ocmZ4XkZ0LLo(-Oi97YvcS*Dfd=FNeO?SYIS%(Oj_kvUW!0Oe;2-2eap

diff --git a/v4.3.0/.doctrees/interface/unit_operations/cstr.doctree b/v4.3.0/.doctrees/interface/unit_operations/cstr.doctree
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GIT binary patch
delta 23
ecmeBq#MJYMX@dqMM`nSkX-<4f#%2S?JL>^#Q3(qG

delta 23
ecmeBq#MJYMX@dqMhfzgVmT9HA`DO#gJL>^zzX;0!

diff --git a/v4.3.0/.doctrees/interface/unit_operations/general_rate_model.doctree b/v4.3.0/.doctrees/interface/unit_operations/general_rate_model.doctree
index 94aeae233f322e2739031794476cb76d9e3b05e4..8802d0f4343690d9eff765b108f5790bc9a23651 100644
GIT binary patch
delta 31
mcmdmbmvie~&J8Y%9GL~CraAE`8O=V7?LLf*+kF_BGIIgIQ3{U$

delta 31
mcmdmbmvie~&J8Y%97YvcS*Dfd=FL8g?LLf*+kF_BGIIgEzY0$P

diff --git a/v4.3.0/.doctrees/interface/unit_operations/index.doctree b/v4.3.0/.doctrees/interface/unit_operations/index.doctree
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GIT binary patch
delta 21
ccmZpdZI|6(!^n|YU}~BZpOUfJh0&Q807-2IU;qFB

delta 21
ccmZpdZI|6(!^mM&k(FgyX>PvRh0&Q807u&fAOHXW

diff --git a/v4.3.0/.doctrees/interface/unit_operations/inlet.doctree b/v4.3.0/.doctrees/interface/unit_operations/inlet.doctree
index 0bffaacaab84d296f2a03c195b4ad3801e7b3c9b..4f1c159068b6ce686f247c40c081ae7b2bd5b6e6 100644
GIT binary patch
delta 23
ecmcb!jPcGg#tmAG9GL~CraAE`8Jmq5wSoX{We6q!

delta 23
ecmcb!jPcGg#tmAG97YvcS*Dfd=9`TewSoX_(+B1N

diff --git a/v4.3.0/.doctrees/interface/unit_operations/lumped_rate_model_with_pores.doctree b/v4.3.0/.doctrees/interface/unit_operations/lumped_rate_model_with_pores.doctree
index 878a31c13653ee6f6e2e3a76a559620c7b795581..2994ae77e3f6775173769103057ea3d85ac7fceb 100644
GIT binary patch
delta 27
jcmeyroBjW8_6<>t9GL~CraAE`8O=$I+mjd>=iUJTq+kl_

delta 27
jcmeyroBjW8_6<>t97YvcS*Dfd=FLfr+mjd>=iUJTq0S1b

diff --git a/v4.3.0/.doctrees/interface/unit_operations/lumped_rate_model_without_pores.doctree b/v4.3.0/.doctrees/interface/unit_operations/lumped_rate_model_without_pores.doctree
index 3c2f37eefb4e76a76cbcaaa590c6158d334c94c4..33e17e992f199a1386f2e672d6a4bade248e3eaf 100644
GIT binary patch
delta 23
fcmcaPpZVr|<_!sq9GL~CraAE`8Jja03(o-na#aaM

delta 23
fcmcaPpZVr|<_!sq97YvcS*Dfd=9@DZ3(o-naKi}&

diff --git a/v4.3.0/.doctrees/interface/unit_operations/outlet.doctree b/v4.3.0/.doctrees/interface/unit_operations/outlet.doctree
index 5f50335f9712b7a820f8239b3c45fba3eefcc60e..7de3bbe9f8719e94e09611e64eaaac4ae48abc24 100644
GIT binary patch
delta 21
ccmaE2{=|HP4kJfqfvIUud`iY<6UGfv09$wmr~m)}

delta 21
ccmaE2{=|HP4kL$AMOKz+rMdZL6UGfv09ob-XaE2J

diff --git a/v4.3.0/.doctrees/license.doctree b/v4.3.0/.doctrees/license.doctree
index 8fcf739b1967e2cbe98f4523a83b3b3cf45d66ec..ffedfc9b2c6e3de1eccb0b1989e83f0b8c308f22 100644
GIT binary patch
delta 27
icmeyqgXQ}UmJPm)9GL~CraAE`8O@=L+d~-{m81clL<wsE

delta 27
icmeyqgXQ}UmJPm)97YvcS*Dfd=FOpu+d~-{m81civI#2y

diff --git a/v4.3.0/.doctrees/modelling/binding/bi_steric_mass_action.doctree b/v4.3.0/.doctrees/modelling/binding/bi_steric_mass_action.doctree
index 525e0664d31140db522d4948ff1b194d9c6eaee3..beb985d29530ebc318cd8354963ebbda9fea82b3 100644
GIT binary patch
delta 21
ccmZpSZ;apI!N`$WU}~BZpOUdTfYDG708=&w{{R30

delta 21
ccmZpSZ;apI!N_4$k(FgyX>PtbfYDG708yj{zW@LL

diff --git a/v4.3.0/.doctrees/modelling/binding/extended_mobile_phase_modulator_langmuir.doctree b/v4.3.0/.doctrees/modelling/binding/extended_mobile_phase_modulator_langmuir.doctree
index d13e7514137b07b3cbb0b1c68b73620d1c6576c0..9faf73b928ff6ea1ea85c9eceaacad6511a02edc 100644
GIT binary patch
delta 21
ccmez7{LOho9wSF)fvIUud`iaVGR6i40A$_>J^%m!

delta 21
ccmez7{LOho9wUcQMOKz+rMda$GR6i40AoxC{r~^~

diff --git a/v4.3.0/.doctrees/modelling/binding/generalized_ion_exchange.doctree b/v4.3.0/.doctrees/modelling/binding/generalized_ion_exchange.doctree
index 9efff4631215e571115dee5c2bee76a3e32272ca..d35b110a590d9e2b09cb322ded7c433356f2abfc 100644
GIT binary patch
delta 21
ccmdn*zu$j@A0tO*fvIUud`iaVFvd(Z09$4UmjD0&

delta 21
ccmdn*zu$j@A0vlRMOKz+rMda$Fvd(Z09n)rR{#J2

diff --git a/v4.3.0/.doctrees/modelling/binding/index.doctree b/v4.3.0/.doctrees/modelling/binding/index.doctree
index 4b7c4898c6b92886e3d54cbe2c8a3c3da6c8c91a..41fe00fa966cace3a38787ee53d919693794e6e6 100644
GIT binary patch
delta 23
ecmZo^VQy(*-k`_Gky&7BniHRrvDu9A+yMYwe+W<j

delta 23
ecmZo^VQy(*-k`_GVN{WoWm;)&zS)fN+yMYu?FbM6

diff --git a/v4.3.0/.doctrees/modelling/binding/kumar_langmuir.doctree b/v4.3.0/.doctrees/modelling/binding/kumar_langmuir.doctree
index f4c67e3182c950c0d7863c9a8376a463702d9800..bf477b371b65d2071071850b209957423be7b1ad 100644
GIT binary patch
delta 21
ccmdn$xYcok6(dJxfvIUud`iY<C&prV09HQ-LI3~&

delta 21
ccmdn$xYcok6(fgHMOKz+rMdZLC&prV093690ssI2

diff --git a/v4.3.0/.doctrees/modelling/binding/linear.doctree b/v4.3.0/.doctrees/modelling/binding/linear.doctree
index 9b9712714c1cc90a9f07975b87c2f3ea696bde4a..dbcbf6cd8454ae4381bf2791a41558706e3b6de2 100644
GIT binary patch
delta 21
ccmX@6a!h4|79&SyfvIUud`iY<BSsNH08)(xod5s;

delta 21
ccmX@6a!h4|79)pIMOKz+rMdZLBSsNH08sk|T>t<8

diff --git a/v4.3.0/.doctrees/modelling/binding/mobile_phase_modulator_langmuir.doctree b/v4.3.0/.doctrees/modelling/binding/mobile_phase_modulator_langmuir.doctree
index 27ec0e1996e29a1e208bc329c172163c2e3652f6..1fd86843c4160fa54c11a740d14c442ca152b5cb 100644
GIT binary patch
delta 21
ccmca@ciV153?oNofvIUud`iaV6vpqe0AFheP5=M^

delta 21
ccmca@ciV153?qk8MOKz+rMda$6vpqe0A1M#4gdfE

diff --git a/v4.3.0/.doctrees/modelling/binding/multi_component_anti_langmuir.doctree b/v4.3.0/.doctrees/modelling/binding/multi_component_anti_langmuir.doctree
index f26f9149ef5cf5d5fec271f2cff72d79c7a96474..fe0b7fdce7dc1f692f54612ada4c3a899971ce48 100644
GIT binary patch
delta 21
ccmca(aK~Un1S3agfvIUud`iaV1javN09`T&DgXcg

delta 21
ccmca(aK~Un1S5x0MOKz+rMda$1javN09&93>Hq)$

diff --git a/v4.3.0/.doctrees/modelling/binding/multi_component_bi_langmuir.doctree b/v4.3.0/.doctrees/modelling/binding/multi_component_bi_langmuir.doctree
index d57e7fe88fefadb46582883b563adab5944ff213..fc6d2a54a39cf15cfae34f98ce5bf007725a92f6 100644
GIT binary patch
delta 21
ccmccaeBF6N2qQ;kfvIUud`iaV7{+P^0A2J4#{d8T

delta 21
ccmccaeBF6N2qTA4MOKz+rMda$7{+P^09;}RhX4Qo

diff --git a/v4.3.0/.doctrees/modelling/binding/multi_component_langmuir.doctree b/v4.3.0/.doctrees/modelling/binding/multi_component_langmuir.doctree
index 9e01796f35cc65c9dde79698c5493a7e36b19055..5ce8996fa3fa12fa1cf63f0e1d777df810fedbd4 100644
GIT binary patch
delta 21
ccmdm?xkGb<A0tO*fvIUud`iaVFvcWd091(wBLDyZ

delta 21
ccmdm?xkGb<A0vlRMOKz+rMda$FvcWd08;k`;{X5v

diff --git a/v4.3.0/.doctrees/modelling/binding/multi_component_spreading.doctree b/v4.3.0/.doctrees/modelling/binding/multi_component_spreading.doctree
index d667178bf90fba1c24f1a110ef032885074e2ccd..9804375d78f7dada48f5d9f5a73b76d175fc2319 100644
GIT binary patch
delta 21
ccmZ4KxYBV$03%0cfvIUud`iaV2*yBp09DfmGynhq

delta 21
ccmZ4KxYBV$03(M{MOKz+rMda$2*yBp08~K+^Z)<=

diff --git a/v4.3.0/.doctrees/modelling/binding/multi_state_steric_mass_action.doctree b/v4.3.0/.doctrees/modelling/binding/multi_state_steric_mass_action.doctree
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GIT binary patch
delta 21
ccmcbbd^LGP6eCAwfvIUud`iaVB*tO`0Akz-7XSbN

delta 21
ccmcbbd^LGP6eEXGMOKz+rMda$B*tO`0AWf8*8l(j

diff --git a/v4.3.0/.doctrees/modelling/binding/saska.doctree b/v4.3.0/.doctrees/modelling/binding/saska.doctree
index 78978188b4b3ecc136ea4df3eab2232722ff4d8a..e50430a8fa5956e8ddad440b79ea62c19c54bf8c 100644
GIT binary patch
delta 21
ccmbQCHbZTL1|vsifvIUud`iY<1I8DE08J?e6#xJL

delta 21
ccmbQCHbZTL1|x@2MOKz+rMdZL1I8DE085t!)c^nh

diff --git a/v4.3.0/.doctrees/modelling/binding/self_association.doctree b/v4.3.0/.doctrees/modelling/binding/self_association.doctree
index 2ce684e6d8ed91392d743f6739bf507810247004..5e3c5c9e34ebb9b1b859426127d064a7641ac0f6 100644
GIT binary patch
delta 21
ccmbPhKi7VP9V16(fvIUud`iY<H^y)|08&Z@`2YX_

delta 21
ccmbPhKi7VP9V3TPMOKz+rMdZLH^y)|08qFFxc~qF

diff --git a/v4.3.0/.doctrees/modelling/binding/simplified_multi_state_steric_mass_action.doctree b/v4.3.0/.doctrees/modelling/binding/simplified_multi_state_steric_mass_action.doctree
index 42b82903caa3203e131ded842f664a7249e9d823..9f098ddb0807500292002baa4325013aaa0fd447 100644
GIT binary patch
delta 21
ccmcZ-bR}p*0V79dfvIUud`iaV3dTF?0AjBQe*gdg

delta 21
ccmcZ-bR}p*0V9V|MOKz+rMda$3dTF?0AU>nKL7v#

diff --git a/v4.3.0/.doctrees/modelling/binding/steric_mass_action.doctree b/v4.3.0/.doctrees/modelling/binding/steric_mass_action.doctree
index 3154a03399bee5f46324ef404850b73e7fc6d242..81ca22833fed5f0dce36971d33156a7d922c9bff 100644
GIT binary patch
delta 21
ccmbR5JKuMM6C+1vfvIUud`iY<FUC++09648CIA2c

delta 21
ccmbR5JKuMM6C;OFMOKz+rMdZLFUC++08?)U<^TWy

diff --git a/v4.3.0/.doctrees/modelling/index.doctree b/v4.3.0/.doctrees/modelling/index.doctree
index de1e1675cf1c40a7a2f79a371ad88ff9b875f7fb..c042e5b725012d98b241fff6d343df679c149794 100644
GIT binary patch
delta 21
ccmcbva$RME3L{5mfvIUud`iY<9Y$?I095M+$^ZZW

delta 21
ccmcbva$RME3L}S6MOKz+rMdZL9Y$?I08?28iU0rr

diff --git a/v4.3.0/.doctrees/modelling/networks.doctree b/v4.3.0/.doctrees/modelling/networks.doctree
index 2c88ee8a94c815c845068cf2f9f0b4d09d9b0ece..b271e75c3feb6c1993cdc204c80932e2ae2bf19b 100644
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diff --git a/v4.4.0/getting_started/overview.html b/v4.4.0/getting_started/overview.html
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+  <li><a href="../../master/index.html">master</a></li>
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