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

2022/11/21 by Serafim Grubas, Serafim I. Grubas, Anton Duchkov +3 · 2 citations
Physics and Astronomy · Earth and Planetary Sciences · Engineering · #Model Reduction and Neural Networks #Seismic Imaging and Inversion Techniques #Reservoir Engineering and Simulation Methods

paper · doi:10.1016/j.jcp.2022.111789

Citations

• Fast sweeping method for the factored eikonal equation
• A fast marching algorithm for the factored eikonal equation
• Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

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