
pinns-torch
by rezaakb (personal account)
PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch. (description from the project’s GitHub page)
Repository facts
- Stars
- 962
- Forks
- 149
- Open issues and pull requests
- 11
- Primary language
- Python
- License
- BSD 3-Clause "New" or "Revised" License (BSD-3-Clause)
- Owner
- rezaakb · Personal account
- Created
- Aug 10, 2023
- Last push
- Feb 8, 2026
Topics
Add this badge to your README
Shows this repository’s rank in AI on GitHub and links back to this page. Ranks are by stars and change when the list is refreshed. The badge is not an endorsement or a rating. About the badges
Markdown (for a README)
[](https://unitedstatesofamericasuperintelligence.com/github/rezaakb--pinns-torch/)
HTML
<a href="https://unitedstatesofamericasuperintelligence.com/github/rezaakb--pinns-torch/"><img src="https://unitedstatesofamericasuperintelligence.com/badges/github/rezaakb--pinns-torch.svg" alt="Ranked #6,261 in AI on GitHub" height="20"></a>
Related projects
Projects that share this one’s GitHub topics.
Rank 8,752: benmoseley/FBPINNs
Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)
577 starsPythonMITLast push May 29, 2026
Rank 7,897: benmoseley/harmonic-oscillator-pinn
Code accompanying my blog post: So, what is a physics-informed neural network?
677 starsJupyter NotebookMITLast push Mar 22, 2022
Rank 5,355: pdebench/PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
1,215 starsPythonOther licenseLast push Mar 30, 2026
Rank 7,105: PINA-org/PINA
Physics-Informed Neural networks for Advanced modeling
798 starsPythonMITLast push Oct 14, 2026
Rank 7,148: NeuroDiffGym/neurodiffeq
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
790 starsPythonMITLast push Apr 22, 2026
Rank 7,164: prateekbhustali/Physics-Informed-Neural-Networks
Investigating PINNs
788 starsJupyter NotebookMITLast push Aug 13, 2021