├── .gitignore ├── Adam.py ├── Intro_pytorch.py ├── InversePINNEhsan.py ├── LHS.py ├── NoteEhsanGhaderi.pdf ├── PINNEhsanGhaderi.pdf ├── PINNEhsanGhaderi.py ├── PINNEhsanPytorch.py ├── ParametricPINNEhsan.py ├── README.md └── Xavier.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EhsanGh94/PINN/HEAD/.gitignore -------------------------------------------------------------------------------- /Adam.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EhsanGh94/PINN/HEAD/Adam.py -------------------------------------------------------------------------------- /Intro_pytorch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EhsanGh94/PINN/HEAD/Intro_pytorch.py -------------------------------------------------------------------------------- /InversePINNEhsan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EhsanGh94/PINN/HEAD/InversePINNEhsan.py -------------------------------------------------------------------------------- /LHS.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EhsanGh94/PINN/HEAD/LHS.py -------------------------------------------------------------------------------- /NoteEhsanGhaderi.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EhsanGh94/PINN/HEAD/NoteEhsanGhaderi.pdf -------------------------------------------------------------------------------- /PINNEhsanGhaderi.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EhsanGh94/PINN/HEAD/PINNEhsanGhaderi.pdf -------------------------------------------------------------------------------- /PINNEhsanGhaderi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EhsanGh94/PINN/HEAD/PINNEhsanGhaderi.py -------------------------------------------------------------------------------- /PINNEhsanPytorch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EhsanGh94/PINN/HEAD/PINNEhsanPytorch.py -------------------------------------------------------------------------------- /ParametricPINNEhsan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EhsanGh94/PINN/HEAD/ParametricPINNEhsan.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # PINN 2 | Physics-Informed Neural Network 3 | -------------------------------------------------------------------------------- /Xavier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EhsanGh94/PINN/HEAD/Xavier.py --------------------------------------------------------------------------------