Guoqiang Niu

Accurate prediction and further dissection of neonicotinoid elimination in the water treatment by CTS@AgBC using multihead attention-based convolutional neural network combined with the time-dependent Cox regression model.

Mingzhi Huang, Hongyu Chen, Feng Li, 2021, Journal of Hazardous Materials.

Application of novel hybrid deep leaning model for cleaner production in a paper industrial wastewater treatment system

Mingzhi Huang, Hongbin Liu, Guangguo Ying, 2021 .

A novel effluent quality predicting model based on genetic-deep belief network algorithm for cleaner production in a full-scale paper-making wastewater treatment

Chen Chen, Donghui Han, Mingzhi Huang, 2020 .

Adaptation of methane recovery, sludge characteristics and evolution of microbial community response to elevated nitrate under the methanogenic condition

Mingzhi Huang, Yan Li, Donghui Han, 2020, Journal of Cleaner Production.

A Novel Model with GA Evolving FWNN for Effluent Quality and Biogas Production Forecast in a Full-Scale Anaerobic Wastewater Treatment Process

Jiannan Cai, Hongbin Liu, Mingzhi Huang, 2019, Complex..

Dynamic optimization of wastewater treatment process based on novel multi-objective ant lion optimization and deep learning algorithm

Mingzhi Huang, Xin Wan, Guangguo Ying, 2022, Journal of Cleaner Production.

Free nitrous acid prediction in ANAMMOX process using hybrid deep neural network model.

Mingzhi Huang, Junlang Li, Xiaoyong Li, 2023, Journal of environmental management.