Eikonal equation

The Eikonal equation is a mathematical formulation used to describe wavefront propagation and is employed in this paper to evaluate the performance of physics-informed neural networks (PINNs) in approximating solutions compared to traditional numerical methods.

Papers using Eikonal equation (2)

Deep Neural Networks as Discrete Dynamical Systems: Implications for Physics-Informed Learning2026 · 1 citesLatentPINNs: Generative physics-informed neural networks via a latent representation learning2023 · 2 cites