├── .gitignore ├── GenerativeMaxwellSolver.pdf ├── README.md ├── assets └── neural_solver_evolution.mp4 └── neural_maxwell ├── __init__.py ├── constants.py ├── datasets ├── __init__.py ├── datasets.py ├── fdfd.py └── generators.py ├── models ├── __init__.py ├── checkpoints │ ├── model.ckpt │ ├── model1d.ckpt │ ├── model1d_mar25.ckpt │ ├── model1d_nov15.ckpt │ ├── model1d_nov27.ckpt │ ├── model1d_nov28.ckpt │ ├── model1d_nov30.ckpt │ ├── model1d_nov30_2.ckpt │ ├── model1d_nov30_3.ckpt │ └── model2d_complex.ckpt ├── deprecated.py ├── deprecated │ ├── complex.py │ └── supervised.py ├── maxwell_1d.py ├── maxwell_2d.py └── maxwell_2d_tf.py ├── notebooks ├── Angler_tests.ipynb ├── CS229_Final_Project.ipynb ├── Convolutional2d.ipynb ├── FilmCalculations.nb ├── Joint_inverse_design.ipynb ├── Single_epsilon_solver.ipynb ├── deprecated │ ├── DEPRECATED_CS229_Final_Project.ipynb │ ├── DEPRECATED_CS229_Final_Project_unsupervised.ipynb │ └── DEPRECATED_Dense_model_Nov28.ipynb ├── img │ └── 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