diff --git a/pdfs/PINNs_1DHeatEquationExample.pdf b/pdfs/PINNs_1DHeatEquationExample.pdf new file mode 100644 index 0000000..6c4e009 Binary files /dev/null and b/pdfs/PINNs_1DHeatEquationExample.pdf differ diff --git a/PINNs_1DHeatEquation_nonML.pdf b/pdfs/PINNs_1DHeatEquation_nonML.pdf similarity index 100% rename from PINNs_1DHeatEquation_nonML.pdf rename to pdfs/PINNs_1DHeatEquation_nonML.pdf diff --git a/PINNs_NavierStokes_example.pdf b/pdfs/PINNs_NavierStokes_example.pdf similarity index 100% rename from PINNs_NavierStokes_example.pdf rename to pdfs/PINNs_NavierStokes_example.pdf