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Physics-Informed Neural networks for Advanced modeling

Results 72 PINA issues
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**Describe the bug** The Black Formatter action opens a new PR with all the Black changes after any push on the master branch. All the unit tests that should start...

bug
low priority

- [ ] LabelTensor new version - [ ] Optim and Scheduler objects - [ ] Improve Dataset and Dataloader

v0.2

In this PR I uploaded a new tutorial for the `DeepONet` class since it was missing. When writing the tutorial I noticed some bugs which I corrected. Here I report...

pr-to-fix
v0.2

put more locations (as list) the location for a specific equation. For example (gamma1, gamma2, gamma3, …) all respecting one equation

enhancement
good first issue

In SolverInterface when passing extrafeatures, the input dimensions of the model must be changed according to extrafeatures.

enhancement
good first issue

**Describe the bug** First of this is not an urgent matter since after the error the plot is still shown correctly. The function plotter.plot_samples() results in an error when your...

bug
low priority

Added the `RBFLayer` class in the `pina/model/layers` folder, and updated `tutorial8` with a comparison between POD-RBF and POD-NN approaches in reduced order modeling framework.

enhancement