├── .gitignore ├── Allen-Cahn ├── AC.mat ├── AC_SA_test.py ├── AC_main.py ├── AC_models.py ├── AC_optimizer.py ├── AC_plotting.py ├── AC_precompute.py ├── AC_test.py ├── AC_train.py ├── eager_lbfgs.py └── original │ ├── AC.mat │ ├── AC_GPT_PINN.py │ ├── AC_GPT_activation.py │ ├── AC_GPT_optimizer.py │ ├── AC_GPT_precomp.py │ ├── AC_GPT_train.py │ ├── AC_Plotting.py │ ├── AC_data.py │ ├── AC_main.py │ ├── ac_param_training.txt │ └── eager_lbfgs.py ├── Burgers ├── B_data.py ├── B_main.py ├── B_models.py ├── B_optimizer.py ├── B_plotting.py ├── B_precomp.py ├── B_test.py ├── B_train.py └── original │ ├── B_GPT_PINN.py │ ├── B_GPT_activation.py │ ├── B_GPT_optimizer.py │ ├── B_GPT_precomp.py │ ├── B_GPT_train.py │ ├── B_PINN.py │ ├── B_PINN_train.py │ ├── B_Plotting.py │ ├── B_data.py │ ├── B_main.py │ └── nu_training.txt ├── Klein-Gordon ├── KG_data.py ├── KG_main.py ├── KG_models.py ├── KG_optimizer.py ├── KG_plotting.py ├── KG_precomp.py ├── KG_test.py ├── KG_train.py └── original │ ├── 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