├── .gitignore ├── README.md ├── original ├── DGM_Dirichlet_4d.py ├── DRM_Dirichlet_4d.py └── poisson.py ├── poisson_pinn ├── __init__.py └── src │ ├── __init__.py │ ├── model │ ├── __init__.py │ ├── feed_forward.py │ ├── multi_feed_forward.py │ └── network.py │ ├── pinn.poisson │ ├── poisson.py │ ├── problem │ ├── __init__.py │ ├── abstract_problem.py │ ├── chebyshev.py │ ├── condition.py │ ├── label_tensor.py │ ├── location.py │ ├── operators.py │ ├── pinn.py │ ├── plotter.py │ ├── problem_cls.py │ ├── span.py │ └── utils.py │ ├── run_poisson.py │ ├── test.ipynb │ ├── tutorial_pinn.ipynb │ ├── tutorial_pinn_2d.ipynb │ └── tutorial_ritz.ipynb └── src ├── __init__.py ├── equations ├── __init__.py └── poisson_eqn.py ├── load_yaml.py ├── make_dir.py ├── models ├── __init__.py └── net.py └── poisson ├── __init__.py ├── config.yaml ├── dataset.py ├── example.ipynb └── solver.py /.gitignore: -------------------------------------------------------------------------------- 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