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Deep learning-enhanced inverse framework for high-fidelity characterization of heterogeneous aquifers and DNAPL contamination zones using sparse geophysical data

Yanhao Wu, Haijian Xie, Jianqi Wang, Yanghui Shi, Mengcheng Zhang

2025Journal of Hydrology6 citationsDOI

Topics & Concepts

AquiferContaminationGeologyInverse problemHigh fidelityGroundwaterEnvironmental scienceSoil scienceHydrology (agriculture)Geotechnical engineeringElectrical engineeringEcologyMathematicsEngineeringMathematical analysisBiologySeismic Imaging and Inversion TechniquesGeophysical and Geoelectrical MethodsGeophysical Methods and Applications
Deep learning-enhanced inverse framework for high-fidelity characterization of heterogeneous aquifers and DNAPL contamination zones using sparse geophysical data | Litcius