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Physics-constrained neural networks for half-space seismic wave modeling

Yi S. Ding, Su Chen, Xiaojun Li, Liguo Jin, Shaokai Luan, Hao Sun

2023Computers & Geosciences21 citationsDOI

Topics & Concepts

Artificial neural networkSeismic waveTangent spaceComputer scienceWave propagationConstraint (computer-aided design)Boundary (topology)Plane waveAlgorithmPhysicsGeophysicsMathematical analysisGeometryArtificial intelligenceMathematicsOpticsSeismic Imaging and Inversion TechniquesModel Reduction and Neural NetworksSeismic Waves and Analysis
Physics-constrained neural networks for half-space seismic wave modeling | Litcius