From 6c1b6e51fe735fe7c5483b7a57d1ce2c56cdfdf2 Mon Sep 17 00:00:00 2001 From: Carlyrwick <89866539+Carlyrwick@users.noreply.github.com> Date: Wed, 1 Nov 2023 19:26:33 -0500 Subject: [PATCH] Created using Colaboratory --- Lesson4_DeepPot.ipynb | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/Lesson4_DeepPot.ipynb b/Lesson4_DeepPot.ipynb index 8f366fd..cd5403d 100644 --- a/Lesson4_DeepPot.ipynb +++ b/Lesson4_DeepPot.ipynb @@ -184,7 +184,7 @@ "First, we build the environment matrix for each atom $\\mathcal{R}_i$\n", "\n", "$$\\begin{eqnarray}\n", - "{\\mathcal{R}}_i = \\begin{pmatrix}\n", + "{\\tilde{\\mathcal{R}}^i} = \\begin{pmatrix}\n", "s(R_{1i}) & s(R_{1i}) \\frac{x_{1i}}{R_{1i}} & s(R_{1i}) \\frac{y_{1i}}{R_{1i}} & s(R_{1i}) \\frac{z_{1i}}{R_{1i}} \\\\ \\\\\n", "s(R_{2i}) & s(R_{2i}) \\frac{x_{2i}}{R_{2i}} & s(R_{2i}) \\frac{y_{i1}}{R_{2i}} & s(R_{2i}) \\frac{z_{2i}}{R_{2i}} \\\\ \\\\\n", "\\cdots & \\cdots & \\cdots & \\cdots \\\\ \\\\\n", @@ -250,10 +250,10 @@ { "cell_type": "markdown", "source": [ - "" + "![lesson4_mat.png](data:image/png;base64,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)" ], "metadata": { - "id": "WV0eSikDaeM8" + "id": "amMTqsjoYdtm" } }, { @@ -280,7 +280,7 @@ "By multiplying our local embedding matrices and environment matrices, we can preserve the translational, rotational, and permutational symmetry in the form of the encoded feature matrix $D_i$ \n", "\n", "$$\\begin{eqnarray}\n", - "D_i = \\left( g_i^1 \\right)^T {\\mathcal{R}}_i {\\mathcal{R}}_i^T g_i^2\n", + "D_i = \\left( g_i^1 \\right)^T \\tilde{\\mathcal{R}}^i (\\tilde{\\mathcal{R}}^i)^T g_i^2\n", "\\end{eqnarray}$$\n", "\n", "The local feature matrix is then mapped to the atomic energy using the fitting neural network. Finally, the atomic energies are summed to yield the total energy of the molecule."