Developing a cost-effective emulator for groundwater flow modeling using deep neural operators
Maria Luisa Taccari, He Wang, Somdatta Goswami, Mario De Florio, Jonathan Nuttall, Xiaohui Chen, Peter K. Jimack
Topics & Concepts
Computer scienceAquiferArtificial neural networkGroundwater flowAbstractionGroundwater modelRange (aeronautics)Nonlinear systemInverse problemOperator (biology)GroundwaterFlow (mathematics)Artificial intelligenceGeologyEngineeringMathematicsAerospace engineeringGeometryPhilosophyBiochemistryChemistryGeneEpistemologyGeotechnical engineeringTranscription factorPhysicsMathematical analysisRepressorQuantum mechanicsGroundwater flow and contamination studiesModel Reduction and Neural NetworksSeismic Imaging and Inversion Techniques