Characteristics-Informed Neural Networks for Forward and Inverse Hyperbolic Problems

Ulisses Braga-Neto

We propose characteristics-informed neural networks (CINN), a simple and efficient machine learning approach for solving forward and inverse problems involving hyperbolic PDEs. Lik…