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Contributing to underPINN

Thank you for your interest in contributing to underPINN.


How to Contribute

We are happy to accept contributions including:

  • Bug fixes
  • New PINN architectures
  • Numerical solvers
  • Documentation improvements
  • Tutorials and examples
  • Performance optimizations
  • Research integrations
  • Test improvements

Please ensure that contributions are well-documented, reproducible, and aligned with the goals of the project.


Contributor Guidelines

By contributing to underPINN, you agree that your contributions will be released under the project's license.

Please ensure that:

  • your code is original or properly attributed
  • contributions do not violate third-party licenses
  • submitted code follows the existing coding style and structure

Code Reviews

All submissions, including those from project maintainers, require review through GitHub Pull Requests.

When submitting a PR:

  • provide a clear description of the changes
  • explain the motivation behind the contribution
  • keep pull requests focused and concise
  • reference related issues when applicable

Smaller and well-scoped pull requests are easier to review and merge.


Community Guidelines

Please maintain respectful and constructive communication in all discussions, issues, and pull requests.

We aim to build an open, collaborative, and research-friendly environment for the community.


Thank you for contributing to underPINN.