Zidong Pan

Simultaneous identification of groundwater pollution source spatial–temporal characteristics and hydraulic parameters based on deep regularization neural network-hybrid heuristic algorithm

Zidong Pan, Wenxi Lu, Zhenbo Chang et al. · Journal of Hydrology · 2021 · 31 citations

Engineering, Data Science, Deep Learning +7

Groundwater contamination source estimation based on a refined particle filter associated with a deep residual neural network surrogate

Zidong Pan, Wenxi Lu, Yukun Bai · Hydrogeology Journal · 2022 · 29 citations

Groundwater Quality, Engineering, Environmental Monitoring +5

Groundwater contaminant source identification based on an ensemble learning search framework associated with an auto xgboost surrogate

Zidong Pan, Wenxi Lu, Han Wang et al. · Environmental Modelling & Software · 2022 · 27 citations

Auto Xgboost Surrogate, Engineering, Machine Learning +11

Identification of groundwater contamination sources and hydraulic parameters based on bayesian regularization deep neural network

Zidong Pan, Wenxi Lu, Yue Fan et al. · Environmental Science and Pollution Research · 2021 · 25 citations

Engineering, Machine Learning, Data Science +10

Groundwater contaminated source estimation based on adaptive correction iterative ensemble smoother with an auto lightgbm surrogate

Zidong Pan, Wenxi Lu, Yukun Bai · Journal of Hydrology · 2023 · 20 citations

Groundwater Quality, Hydrogeology, Source Estimation +11