(1) Thomas Igou#,
Shifa Zhong#
, Elliot Reid and Yongsheng Chen; Real-Time Sensor Data Profile-Based Deep Learning Method Applied to Open Raceway Pond Microalgal Productivity Prediction,
Environmental Science &
Technology
,
2023
, https://doi.org/10.1021/acs.est.2c07578 (共一）
(2) Yidan Gao#,
Shifa Zhong#
, Kai Zhang, Huichun Zhang; Abiotic reduction of organic and inorganic compounds by Fe(II)-associated reductants: Comprehensive datasets and machine learning modeling,
Environmental Science &
Technology
,
2023
, https://doi.org/10.1021/acs.est.2c09724 (共一）
(3) Haiping Gao#;
Shifa Zhong#
; Raghav Dangayach; Yongsheng Chen ; Understanding and Designing
a High-Performance Ultrafiltration Membrane Using Machine Learning,
Environmental Science &
Technology
,
2023
, 10.1021/acs.est.2c05404 （共一）
(4)
Shifa Zhong
; Yanping Zhang; Huichun Zhang ; Machine Learning-Assisted QSAR Models on
Contaminant Reactivity Toward Four Oxidants: Combining Small Data Sets and Knowledge Transfer,
Environmental Science & Technology
,
2022
, 56: 681
(5)
Shifa Zhong
; Dylan R Lambeth; Thomas K Igou; Yongsheng Chen ; Enlarging Applicability
Domain of Quantitative Structure–Activity Relationship Models through Uncertainty-Based Active
Learning,
ACS ES&T Engineering
,
2022
, 2(7): 1211-1220 （封面论文）
(6) Liqing Yan#;
Shifa Zhong#
; Thomas Igou; Haiping Gao; Jing Li; Yongsheng Chen ; Development
of Machine Learning Models to Enhance Element-doped g-C3N4 Photocatalyst for Hydrogen Production
through Splitting Water,
International Journal of Hydrogen Energy
,
2022
, 47: 34075-34089 （共一）
(7)
Shifa Zhong
; Kai Zhang; Majid Bagheri; Joel G Burken; April Gu; Baikun Li; Xingmao Ma;
Babetta L Marrone; Zhiyong Jason Ren; Joshua Schrier; Wei Shi; Haoyue Tan; Tianbao Wang; Xu Wang;
Bryan M Wong; Xusheng Xiao; Xiong Yu; Jun-Jie Zhu; Huichun Zhang ; Machine Learning: New Ideas
and Tools in Environmental Science and Engineering,
Environmental Science & Technology
,
2021
, 55:
12741 (封面论文，ESI高被引)
(8) Haiping Gao#;
Shifa Zhong#
; Wenlong Zhang; Thomas Igou; Eli Berger; Elliot Reid; Yangying
Zhao; Dylan Lambeth; Lan Gan; Moyosore A Afolabi; Zhaohui Tong; Guanghui Lan; Yongsheng Chen ;
Revolutionizing Membrane Design Using Machine Learning-Bayesian Optimization,
Environmental
Science & Technology
,
2021
, 56: 2572 （共一，封面论文）
(9)
Shifa Zhong
; Kai Zhang; Dong Wang; Huichun Zhang ; Shedding Light on “Black Box”
Machine Learning Models for Predicting the Reactivity of HO radicals Toward Organic Compounds,
Chemical Engineering Journal
,
2021
, 405: 126627
(10)
Shifa Zhong
; Jiajie Hu; Xiong Yu; Huichun Zhang ; Molecular Image-Convolutional Neural
Network (CNN) Assisted QSAR Models for Predicting Contaminant Reactivity Toward OH radicals:
Transfer learning, Data augmentation and Model interpretation,
Chemical Engineering Journal
,
2021
, 408: 127998
(11)
Shifa Zhong
; Jiajie Hu; Xudong Fan; Xiong Yu; Huichun Zhang ; A Deep Neural Network
Combined with Molecular Fingerprints (DNN-MF) to Develop Predictive Models for Hydroxyl Radical
Rate Constants of Water Contaminants,
Journal of Hazardous Materials
,
2020
, 383: 121141
(12)
Shifa Zhong
; Huichun Zhang ; Mn(III)-Ligand Complexes as a Catalyst in Ligand-Assisted
Oxidation of Substituted Phenols by Permanganate in Aqueous Solution,
Journal of Hazardous
Materials
,
2020
, 384: 121401
(13)
Shifa Zhong
; Huichun Zhang ; New insight into the reactivity of Mn(III) in
bisulfite/permanganate for organic compounds oxidation: The catalytic role of bisulfite and
oxygen,
Water Research
,
2019
, 148: 198-207
(14) Jianzhi Huang#;
Shifa Zhong#
; Yifan Dai; Chung-Chiun Liu; Huichun Zhang ; Effect of MnO2
Phase Structure on the Oxidative Reactivity toward Contaminant Degradation,
Environmental Science
& Technology
,
2018
, 52: 11309 （共一）
(15)
Shifa Zhong
; Yuanyuan Sun; Hongchuan Xin; Chunpeng Yang; Lei Chen; Xuebing Li ; NO
oxidation over Ni–Co perovskite catalysts,
Chemical Engineering Journal
,
2015
, 275: 351
(16)
Shifa Zhong
; Lin Liang; Mengshuai Liu; Bo Liu; Jianmin Sun ; DMF and mesoporous Zn/SBA-15
as synergistic catalysts for the cycloaddition of CO2 to propylene oxide,
Journal of CO2
Utilization
,
2015
, 9: 58
(17)
Shifa Zhong
; Lin Liang; Bo Liu; Jianmin Sun ; ZnBr2/DMF as simple and highly active Lewis
acid–base catalysts for the cycloaddition of CO2 to propylene oxide,
Journal of CO2 Utilization
,
2014
, 6: 75
