PINNs
Physics-Informed Neural Networks
Physics-informed neural networks
- Repository
- github.com/maziarraissi/pinns
Source attribution
- Awesome AI for Science — github.com/maziarraissi/pinns
Related resources
Open-source framework for building physics-ML models at scale (renamed from Modulus, 2025)
Deep learning library for solving PDEs
Physics-Informed Neural networks for Advanced modeling in PyTorch
Keras-based scientific neural networks
Physics-informed neural networks in Julia