PINNeik: Eikonal solution using physics-informed neural networks
Umair bin Waheed, Ehsan Haghighat, Tariq Alkhalifah, Chao Song, Qi Hao
Topics & Concepts
Eikonal equationSolverComputer scienceComputationArtificial neural networkApplied mathematicsPartial differential equationEikonal approximationWeightingMathematical optimizationAlgorithmPhysicsMathematicsMathematical analysisArtificial intelligenceAcousticsModel Reduction and Neural NetworksSeismic Imaging and Inversion TechniquesSeismic Waves and Analysis