Popular GitHub Repositories for Deeponet

A library for scientific machine learning and physics-informed learning

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."

NodeLab is a simple MATLAB-repository for node-generation and adaptive refinement for testing, and implementing various meshfree methods (including physics-informed neural networks, PINNs and DeepOnet) for solving PDEs in arbitrary domains.

Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.