Efficient estimation of groundwater contaminant source and hydraulic conductivity by an ILUES framework combining GAN and CNN
Na Zheng, Simin Jiang, Xuemin Xia, Weiming Kong, Li Zhi, Simin Gu, Zijun Wu
Topics & Concepts
Computer scienceHydraulic conductivityAquiferGroundwaterConvolutional neural networkInversion (geology)Inverse problemGroundwater modelMathematical optimizationData assimilationAlgorithmSoil scienceData miningEnvironmental scienceArtificial intelligenceGroundwater flowGeologyMathematicsGeotechnical engineeringMeteorologyPaleontologyPhysicsSoil waterStructural basinMathematical analysisGroundwater flow and contamination studiesSeismic Imaging and Inversion TechniquesHydraulic Fracturing and Reservoir Analysis