Litcius/Paper detail

Improving joint identification of groundwater contaminant source and non-Gaussian distributed conductivity field using a deep learning-based ensemble smoother

Lei He, Huan Cheng, Zeyu Nan, Yiqing Gong, Huifang Guo, Jingqiao Mao, Jiangjiang Zhang

2025Journal of Hydrology12 citationsDOI

Topics & Concepts

GroundwaterIdentification (biology)GaussianJoint (building)Field (mathematics)Ensemble learningEnvironmental scienceGeologyHydrology (agriculture)Soil scienceComputer scienceMachine learningGeotechnical engineeringMathematicsCivil engineeringEngineeringQuantum mechanicsBotanyBiologyPure mathematicsPhysicsGeophysical and Geoelectrical MethodsReservoir Engineering and Simulation MethodsGroundwater flow and contamination studies