Zhenbo Chang

Groundwater contamination source identification based on a hybrid particle swarm optimization-extreme learning machine

Jiuhui Li, Wenxi Lu, Han Wang et al. · Journal of Hydrology · 2020 · 72 citations

Hydrogeology, Environmental Monitoring, Machine Learning +8

Simultaneous identification of groundwater contaminant source and simulation model parameters based on an ensemble Kalman filter – Adaptive step length ant colony optimization algorithm

Zibo Wang, Wenxi Lu, Zhenbo Chang et al. · Journal of Hydrology · 2021 · 37 citations

State Estimation, Environmental Monitoring, Engineering +7

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

A differential evolutionary Markov chain algorithm with ensemble smoother initial point selection for the identification of groundwater contaminant sources

Zhenbo Chang, Wenxi Lu, Zibo Wang · Journal of Hydrology · 2021 · 29 citations

Differential Evolution, Hydrogeology, Evolution Strategy +8

A combined search method based on a deep learning combined surrogate model for groundwater DNAPL contamination source identification

Zibo Wang, Wenxi Lu, Zhenbo Chang et al. · Journal of Hydrology · 2022 · 28 citations

Groundwater Quality, Engineering, Machine Learning +8