Physics-informed semantic inpainting: Application to geostatistical modeling

"semantic_inpainting_WGANGP_with_grad_V0.py" is used for pre-training physics-informed WGAN-GP
"semantic_inpainting_WGANGP_no_grad_V0.py" is used for pre-training WGAN-GP with no physical information incorporated
"semantic_inpainting_opt_WGANGP_with_grad_V0.py" is used for semantic inpainting using pre-trained physics-informed WGAN-GP
"semantic_inpainting_opt_WGANGP_no_grad_V0.py" is used for semantic inpainting using pre-trained WGAN-GP

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
datasets_with_KL		datasets_with_KL
.gitattributes		.gitattributes
README.md		README.md
semantic_inpainting_WGANGP_no_grad_V0.py		semantic_inpainting_WGANGP_no_grad_V0.py
semantic_inpainting_WGANGP_with_grad_V0.py		semantic_inpainting_WGANGP_with_grad_V0.py
semantic_inpainting_opt_WGANGP_no_grad_V0.py		semantic_inpainting_opt_WGANGP_no_grad_V0.py
semantic_inpainting_opt_WGANGP_with_grad_V0.py		semantic_inpainting_opt_WGANGP_with_grad_V0.py

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