Neural Eikonal solver: Improving accuracy of physics-informed neural networks for solving eikonal equation in case of caustics
Serafim I. Grubas, Anton A. Duchkov, G. Loginov
Topics & Concepts
Eikonal equationFast marching methodSolverArtificial neural networkApplied mathematicsOrdinary differential equationMathematical analysisDifferential equationComputer sciencePhysicsMathematicsMathematical optimizationAlgorithmArtificial intelligenceModel Reduction and Neural NetworksSeismic Imaging and Inversion TechniquesReservoir Engineering and Simulation Methods