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Zhe Wu

National University of Singapore

38H-index
236Paper Count
4.6KCitation Count
Published Papers 111
Publication Date
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Data and physics requirements for reliable physics-informed neural networks in process modeling
errAIChE Journal
IF4
err2026-09-03
err0
PREAI
errGuoquan Wu; Yuyang Jiang; Yao Shi; Zhe Wu
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A computationally efficient data-driven control scheme for chemical processes with operational constraints
errChemical Engineering Science
IF4.3
err2026-07-20
err0
PREAI
errYao Shi; Zhe Wu
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errSave
Privacy-Preserving Distributed Modeling and Predictive Control Using Homomorphically Encrypted Neural Network Models
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2026-06-24
err0
PREAI
errXiangyin Kong; Muyang Li; Zhe Wu
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Adaptive Weighting and Collocation in Physics-Informed Neural Networks for Chemical Process Modeling
errIndustrial & Engineering Chemistry Research
IF0
err2026-03-01
err0
PREAI
errWu, Guoquan; Vellayappan, Keerthana; Shi, Yao; Wu, Zhe
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End-to-end machine learning of Lyapunov-stable MPC for nonlinear systems with unknown dynamics
errChemical Engineering Research and Design
IF3.9
err2026-01-27
err0
PREAI
errYao Shi; Ming Xiao; Zhe Wu
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errSave
Potential applications of artificial intelligence with large datasets for predicting food biotoxicity
errFood Quality and Safety
IF4.4
err2026-01-01
err0
errOAAI
errXing, Kuoran; Wang, Qiang; Dadol, Glebert Canete; Chen, Yinglu; Sikdar, Narattam; Wu, Zhe; Tan, Jacqueline; Leong, David Tai
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errSave
Data-driven robust reference governor for constrained nonlinear systems
errInternational Journal of Control
IF1.6
err2025-10-01
err0
PREAI
errShi, Yao; Maestre, Jose M.; Wu, Zhe; Xie, Lei; Su, Hongye
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Dual Regulation of Reduction and Oxidation Center in Metal–Organic Frameworks to Boost CO2 Photoreduction
errAngewandte Chemie International Edition
IF0
err2025-09-17
err0
PREAI
errZhe Wu; Dr. Yu-Rong Guo; Xiao-Liang Ma; Prof. Zhi-Ming Zhang; Prof. Tong-Bu Lu; Dr. Song Guo
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T–S Fuzzy Multi-model Predictive Control for Nonlinear SAMCG System with Unmodeled Dynamics Compensation
errInternational Journal of Fuzzy Systems
IF3.6
err2025-09-17
err0
PREAI
errYue Xu; Gang Yang; Baoren Li; Zhe Wu; Zhaozhuo Wang
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errSave
Explicit machine learning-based MPC for distributed control of nonlinear processes
errControl Engineering Practice
IF4.6
err2025-08-18
err0
PREAI
errWenlong Wang; Yuhe Tian; Zhe Wu
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errSave
Distributed reinforcement learning for optimal control of nonlinear processes
errAIChE Journal
IF4
err2025-08-01
err0
PREAI
errYujia Wang; Zhe Wu
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errSave
Robust optimization of bi-objective operating room scheduling considering anesthesiologist and patient satisfaction
errExpert Systems with Applications
IF7.5
err2025-07-27
err0
PREAI
errDebiao Li; Shan Chen; Yaling Wang; Zhe Wu; Chengbin Chu; Shixiang Zheng
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errSave
Phased Long Short-Term Memory-Based Predictive Control of Chemical Processes With Asynchronous and Delayed Measurements
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2025-07-01
err0
PREAI
errWu, Wanlu; Wang, Yujia; Zhang, Haohao; Zhang, Ming-Qing; Chiu, Min-Sen; Wu, Zhe
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Control of extractive dividing wall column using model predictive control based on long short-term memory networks
errSEPARATION AND PURIFICATION TECHNOLOGY
IF9
err2025-07-01
err1
PREAI
errZhang, Haohao; Wu, Zhe; Yuan, Qing; Guo, Li; Li, Xinyi; Hua, Chao; Lu, Ping
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errSave
Federated learning-based distributed model predictive control
errJournal of Process Control
IF3.9
err2025-06-25
err0
PREAI
errZeyuan Xu; Wei Xing Zheng; Yujia Wang; Danwei Wang; Zhe Wu
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errSave
A graph convolutional LSTM approach for modeling nonlinear chemical process networks using spatial–temporal data
errComputers & Chemical Engineering
IF3.9
err2025-06-24
err0
PREAI
errWanlu Wu; Guoquan Wu; Zhe Wu
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Multi-objective optimal control of nonlinear processes using reinforcement learning with adaptive weighting
errComputers & Chemical Engineering
IF3.9
err2025-06-09
err0
PREAI
errYujia Wang; Zhiyuan Wang; Zhe Wu
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errSave
A tutorial review of policy iteration methods in reinforcement learning for nonlinear optimal control
errDIGITAL CHEMICAL ENGINEERING
IF4.1
err2025-06-01
err0
errOAAI
errWang, Yujia; Zhu, Xinji; Wu, Zhe
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errSave
Fast mixed kernel canonical variate analysis for learning-based nonlinear model predictive control
errchemical engineering research design
IF0
err2025-05-30
err0
PREAI
errKarl Ezra Pilario; Zhe Wu
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errSave
Continuous photocatalytic C-C coupling achieved using palladium anchored to a covalent organic framework
errCHEMICAL COMMUNICATIONS
IF4.2
err2025-04-01
err0
PREAI
errMa, Chao; Wu, Zhe; Hou, Yi-Tong; Xiong, Shao-Xuan; Ma, Li-Hua; Zhang, Zhi-Ming; Lu, Tong-Bu; Guo, Song
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errSave

Research Directions

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Co-authors
Cooperation Journals
Wei Xing Zheng cover
Wei Xing Zheng (Wei Xing Zheng)
H-index: 97 · Papers: 1.2K
X
Xiaoping Hu
H-index: 90 · Papers: 564
鲁统部 cover
鲁统部 (Tong‐Bu Lu)
H-index: 84 · Papers: 638
P
Panagiotis D. Christofides
H-index: 78 · Papers: 664
D
David Tai Leong
H-index: 78 · Papers: 254
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