Forward prediction and surrogate modeling for subsurface hydrology: A review of theory-guided machine-learning approaches
Rui Xu, Dongxiao Zhang
Topics & Concepts
Computer scienceMachine learningRobustness (evolution)Artificial intelligenceArtificial neural networkSurrogate modelProcess (computing)Uncertainty quantificationInverse problemGeneralizability theoryHydrological modellingMathematicsMathematical analysisClimatologyChemistryGeneStatisticsGeologyOperating systemBiochemistryGroundwater flow and contamination studiesModel Reduction and Neural NetworksReservoir Engineering and Simulation Methods