├── PID-GAN ├── Imperfect_Physics │ ├── Tossing │ │ ├── APINN │ │ │ ├── Tossing_APINN.ipynb │ │ │ └── apinn.py │ │ ├── PID │ │ │ ├── Tossing_PID-GAN.ipynb │ │ │ └── pid.py │ │ ├── PIG │ │ │ ├── Tossing_PIG-GAN.ipynb │ │ │ └── pig.py │ │ ├── PINN │ │ │ ├── Tossing_PINN.ipynb │ │ │ └── pinn.py │ │ └── cGAN │ │ │ ├── Tossing_cGAN.ipynb │ │ │ └── cGAN.py │ └── collision │ │ ├── collision_PID.ipynb │ │ ├── collision_PIG.ipynb │ │ ├── collision_apinn.ipynb │ │ └── collision_pinn.ipynb ├── PDEs │ ├── Burgers │ │ ├── APINN │ │ │ ├── Burger_APINN.ipynb │ │ │ └── apinn.py │ │ ├── PID-GAN │ │ │ ├── Burger_PID-GAN.ipynb │ │ │ └── pid.py │ │ ├── PIG-GAN │ │ │ ├── Burger_PIG-GAN.ipynb │ │ │ └── pig.py │ │ └── PINN │ │ │ ├── Burger_PINN.ipynb │ │ │ └── pinn.py │ ├── Darcy │ │ ├── PID-GAN │ │ │ ├── PID-GAN.ipynb │ │ │ └── pid.py │ │ └── PIG-GAN │ │ │ ├── PIG-GAN.ipynb │ │ │ └── pig.py │ └── Schrodinger │ │ ├── APINN │ │ ├── Schrodimger_APINN.ipynb │ │ └── apinn.py │ │ ├── PID-GAN │ │ ├── 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