Neural Eikonal Solver: improving accuracy of physics-informed neural networks for solving eikonal equation in case of caustics

Serafim Grubas, Anton Duchkov, Georgy Loginov

The concept of physics-informed neural networks has become a useful tool for solving differential equations due to its flexibility. There are a few approaches using this concept to…