A library for solving differential equations using neural networks based...
PDEBench: An Extensive Benchmark for Scientific Machine Learning
Code accompanying my blog post: So, what is a physics-informed neural ne...
Physics-Informed Neural networks for Advanced modeling
IDRLnet, a Python toolbox for modeling and solving problems through Phys...
Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-P...
Efficient and Scalable Physics-Informed Deep Learning and Scientific Mac...
A Physics-Informed Neural Network to solve 2D steady-state heat equation.
PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in Tenso...