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An integrated framework of deep learning and entropy theory for enhanced high-dimensional permeability field identification in heterogeneous aquifers

Mingxu Cao, Zhenxue Dai, Junjun Chen, Huichao Yin, Xiaoying Zhang, Jichun Wu, Hung Vo Thanh, Mohamad Reza Soltanian

2024Water Research20 citationsDOI

Topics & Concepts

AquiferEntropy (arrow of time)Identification (biology)Permeability (electromagnetism)Environmental sciencePetroleum engineeringComputer scienceGeologyChemistryGroundwaterGeotechnical engineeringMembranePhysicsThermodynamicsBotanyBiochemistryBiologyGroundwater flow and contamination studiesGeophysical and Geoelectrical MethodsReservoir Engineering and Simulation Methods
An integrated framework of deep learning and entropy theory for enhanced high-dimensional permeability field identification in heterogeneous aquifers | Litcius