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1-D coupled surface flow and transport equations revisited via the physics-informed neural network approach

Jie Niu, Wei Xu, Han Qiu, Shan Li, Feifei Dong

2023Journal of Hydrology20 citationsDOIOpen Access PDF

Topics & Concepts

DiscretizationBoundary value problemComputer scienceFlow (mathematics)Robustness (evolution)Applied mathematicsMathematical optimizationMathematicsPhysicsMathematical analysisMechanicsChemistryBiochemistryGeneModel Reduction and Neural NetworksNumerical methods in engineeringSeismic Imaging and Inversion Techniques
1-D coupled surface flow and transport equations revisited via the physics-informed neural network approach | Litcius