├── Burgers1D ├── code │ ├── PINN.py │ └── README.md └── data │ └── burgers_shock.mat ├── Burgers2D ├── README.md └── pinn_burgers_2d.py ├── Heat2D ├── README.md └── pinn_heat_2d.py ├── Images ├── NLS_h_GP_with_bounds.gif ├── NLS_h_SGP30_with_bounds.gif ├── NLS_h_no_error.gif ├── NLS_h_no_smoothing.gif ├── PINN_with_Conservation_NLS_h.gif ├── SGP_PINN_Burgers.gif ├── Standard_PINN_Burgers.gif └── cPINN_NLS_h.gif ├── NonLinear-Schrodinger1D ├── code │ ├── PINN.py │ └── README.md └── dataset │ └── NLS.mat ├── README.md └── Wave └── code └── PINN_Wave.py /Burgers1D/code/PINN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CVC-Lab/RobustPINNs/HEAD/Burgers1D/code/PINN.py -------------------------------------------------------------------------------- /Burgers1D/code/README.md: -------------------------------------------------------------------------------- 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