aai-institute / aai-institute/continuiti

Ensure compatibility with DeepXDE and wrap operators implementations

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#125 0 comments 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
Python
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36
Forks
2
PR merge metrics
No merged PRs in 30d

Description

- [x] Add test that ensures that functionality from [DeepXDE](https://github.com/lululxvi/deepxde) (torch backend) can be used with continuiti:
- geometry
- physics-informed loss
- rebuilding pi-deeponet with continuity
Added in #133
- [ ] Add a wrapper that allows to use DeepXDE PDE implementations (including geometry and bc) to be used in a physics-informed loss function in continuiti
- [ ] Investigate if continuiti is faster than DeepXDE
- [ ] Wrap operator implementations in a `continuiti.wrapper.deepxde` module.

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