NeuroDiffGym / neurodiffeqLinks
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
☆746Updated this week
Alternatives and similar repositories for neurodiffeq
Users that are interested in neurodiffeq are comparing it to the libraries listed below
Sorting:
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆928Updated last month
- Physics-Informed Neural networks for Advanced modeling☆516Updated last week
- OSS library that implements deep learning methods for partial differential equations and much more☆444Updated last month
- Learning nonlinear operators via DeepONet☆672Updated 3 years ago
- Using graph network to solve PDEs☆399Updated last month
- ☆462Updated 3 months ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆428Updated this week
- ☆314Updated 2 months ago
- PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks☆309Updated last year
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆567Updated 4 months ago
- A differentiable PDE solving framework for machine learning☆1,632Updated 2 months ago
- IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.☆232Updated 8 months ago
- Investigating PINNs☆610Updated 3 years ago
- Deep learning for Engineers - Physics Informed Deep Learning☆340Updated last year
- ☆354Updated 2 years ago
- ☆253Updated 2 years ago
- PyTorch Implementation of Physics-informed Neural Networks☆638Updated last year