physics-informed neural network

This project provides several example implementations of spectrally adapted physics-informed neural networks (PINNs).

Code to run the numerical examples provided in the "The Neural Particle Method - An Updated Lagrangian Physics Informed Neural Network for Computational Fluid Dynamics", https://arxiv.org/abs/2003.10208.