├── .DS_Store ├── .idea ├── .gitignore ├── PINN_HeatTransfer_tf2.iml ├── inspectionProfiles │ ├── Project_Default.xml │ └── profiles_settings.xml ├── misc.xml ├── modules.xml └── vcs.xml ├── 1d-transient_HeatTransfer ├── .DS_Store ├── __pycache__ │ ├── burgersutil.cpython-39.pyc │ └── heatutil.cpython-39.pyc ├── data │ ├── .DS_Store │ └── 1d_transient_100.mat ├── heatutil.py ├── inf_cont_heat.py └── results │ └── .gitignore ├── 1d-transient_Hyperbolic ├── .DS_Store ├── __pycache__ │ ├── burgersutil.cpython-39.pyc │ └── heatutil.cpython-39.pyc ├── data │ ├── .DS_Store │ └── 1d_transient_hyper.mat ├── hyperutil.py ├── inf_cont_hyper.py └── results │ └── .gitignore ├── 2d-steady_HeatConduct ├── .DS_Store ├── __pycache__ │ ├── burgersutil.cpython-39.pyc │ ├── heatutil.cpython-39.pyc │ └── hyperutil.cpython-39.pyc ├── data │ ├── .DS_Store │ └── 2d_conduction.mat ├── heat2dutil.py ├── inf_cont_heat2d.py └── results │ └── .gitignore ├── README.md └── utils ├── .DS_Store ├── custom_lbfgs.py 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