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Fourier layers and casuality #30

Merged
merged 5 commits into from
Jun 13, 2023
Merged

Fourier layers and casuality #30

merged 5 commits into from
Jun 13, 2023

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aminevdam
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  1. module models.py is added, it consists of classes for new neural network's architecture.
  2. small refactoring for solution and solver classes. (it will make it easier to install adaptive lambdas.)
  3. new method casual_loss for O/PDE depending on time variable. (example_Allen_Cahn.py, example_LV_hunter_prey.py, example_wave_deepxde.py)

@aminevdam aminevdam requested a review from SuperSashka June 9, 2023 10:11
@SuperSashka SuperSashka self-assigned this Jun 13, 2023
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SuperSashka approved these changes Jun 13, 2023
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It seems that everything is working at the time being.

@aminevdam aminevdam merged commit 778e586 into main Jun 13, 2023
@SuperSashka SuperSashka mentioned this pull request Jun 13, 2023
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@aminevdam @SuperSashka @aminevdom