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Feature: Add MINO implementation.
Feature: Add MINO implementation.
Description
Add the mesh-independent neural operator (MINO).
Reference: Seungjun Lee. Mesh-Independent Operator Learning for Partial Differential Equations. 2nd AI4Science Workshop, ICML (2022)
Which issue does this PR tackle?
- Adds MINO.
How does it solve the problem?
- Implements
AttentionKernel
andMINO
class.
How are the changes tested?
- Added test_mino.
Checklist for Contributors
- [ ] Scope: This PR tackles exactly one problem.
- [ ] Conventions: The branch follows the
feature/title-slug
convention. - [ ] Conventions: The PR title follows the
Bugfix: Title
convention. - [ ] Coding style: The code passes all pre-commit hooks.
- [ ] Documentation: All changes are well-documented.
- [ ] Tests: New features are tested and all tests pass successfully.
- [ ] Changelog: Updated CHANGELOG.md for new features or breaking changes.
- [ ] Review: A suitable reviewer has been assigned.
Checklist for Reviewers:
- [ ] The PR solves the issue it claims to solve and only this one.
- [ ] Changes are tested sufficiently and all tests pass.
- [ ] Documentation is complete and well-written.
- [ ] Changelog has been updated, if necessary.