├── .gitignore ├── LICENSE ├── README.md ├── assets ├── cglow_pred_at_x.gif ├── fig_13a.png ├── fig_9a.png ├── fig_9d.png ├── input_samples.png ├── pcs_cglow.png └── pcs_codec.png ├── models ├── __init__.py ├── codec.py ├── cppn.py ├── darcy.py └── glow_msc.py ├── post_cglow.py ├── requirements.txt ├── scripts ├── download_checkpoints.sh └── download_datasets.sh ├── solve_conv_mixed_residual.py ├── solve_fc_mixed_residual.py ├── train_cglow_reverse_kl.py ├── train_codec_max_likelihood.py ├── train_codec_mixed_residual.py └── utils ├── __init__.py ├── fenics.py ├── image_gradient.py ├── lhs.py ├── load.py ├── misc.py ├── plot.py ├── practices.py ├── sampling.py └── uq.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cics-nd/pde-surrogate/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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