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Physics-Informed Neural networks for Advanced modeling

Results 72 PINA issues
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**Is your feature request related to a problem? Please describe.** In the 0.2 version, a new Dataloader was introduced. Despite being very fast, this dataloader does not permit the modification...

enhancement

The 2D residuals, for example for the wave problem (tutorial3), can have positive and negative color-bar values. In order to compare multiple approaches with the same color-bar, should I take...

help wanted

**Describe the bug** The tutorial on Poisson does not produce a plot on Google colab. **Commitment** I was trying to run the code to have a simple PINN for a...

bug

Hi, I am interested in using this nice package to solve my own Poisson equation on the spherical earth. A first glance of the examples show that the package works...

## Description This PR fixes #587 . ### Detail description - **Updated `deployer.yml`** Export tutorials in HTML format. Each month, when the documentation is built, tutorials are automatically built alongside...

pr-to-review
maintenance

## Description This PR fixes #618. ## Checklist - [ ] Code follows the project’s [Code Style Guidelines](https://github.com/mathLab/PINA/blob/master/CONTRIBUTING.md#code-style--guidelines) - [ ] Tests have been added or updated - [ ]...

enhancement
pr-to-fix
maintenance

## Checklist - [ ] Code follows the project’s [Code Style Guidelines](https://github.com/mathLab/PINA/blob/master/CONTRIBUTING.md#code-style--guidelines) - [ ] Tests have been added or updated - [ ] Documentation has been updated if necessary...

enhancement
pr-to-fix

When a PR is opened from a forked repo to the mathLab/PINA, the coverage workflow fails. I leave here the reference of the error https://github.com/mathLab/PINA/actions/runs/14398808154/job/40379735408 . ``` Previous HEAD position...

bug