Solving groundwater flow equation using physics-informed neural networks
Salvatore Cuomo, Mariapia De Rosa, Fabio Giampaolo, Stefano Izzo, Vincenzo Schiano Di Cola
Topics & Concepts
Partial differential equationDiscretizationArtificial neural networkMathematicsApplied mathematicsRegularization (linguistics)Groundwater flowInverse problemFlow (mathematics)Computer scienceMathematical optimizationArtificial intelligenceMathematical analysisAquiferGroundwaterEngineeringGeometryGeotechnical engineeringModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsProbabilistic and Robust Engineering Design