Zhe Wu

46 papers C 15Journal 27Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Lyapunov-stable neural networks for modelling and control of nonlinear systems.
Int. J. Control
Wallace Tan Gian Yion, Ming Xiao, Guoquan Wu, Zhe Wu
2025 J jnl
A graph convolutional LSTM approach for modeling nonlinear chemical process networks using spatial-temporal data.
Comput. Chem. Eng.
Wanlu Wu, Guoquan Wu, Zhe Wu
2025 C conf
Encrypted Machine Learning-Based Model Predictive Control of Nonlinear Systems.
ACC
Arthur Khodaverdian, Guoquan Wu, Zhe Wu, Panagiotis D. Christofides
2025 J jnl
Encrypted machine learning-based model predictive control architectures for nonlinear systems.
Comput. Chem. Eng.
Arthur Khodaverdian, Guoquan Wu, Zhe Wu, Panagiotis D. Christofides
2025 J jnl
Federated Learning-Based Offset-Free Distributed Control of Nonlinear Networked Systems With Application to IIoT.
IEEE Trans. Netw. Sci. Eng.
Zeyuan Xu, Yujia Wang, Zhe Wu, Weixing Zheng, Cheng Hu
2025 J jnl
Multi-objective optimal control of nonlinear processes using reinforcement learning with adaptive weighting.
Comput. Chem. Eng.
Yujia Wang, Zhiyuan Wang, Zhe Wu
2025 J jnl
Personalized Federated Learning-Based Distributed Model Predictive Control With Predictive Error Compensation for Nonlinear Networked Systems.
IEEE Trans Autom. Sci. Eng.
Zeyuan Xu, Zhe Wu
2025 J jnl
Phased Long Short-Term Memory-Based Predictive Control of Chemical Processes With Asynchronous and Delayed Measurements.
IEEE Trans. Control. Syst. Technol.
Wanlu Wu, Yujia Wang, Haohao Zhang, Ming-Qing Zhang, Min-Sen Chiu, Zhe Wu
2024 J jnl
Category-Guided Graph Convolution Network for Semantic Segmentation.
IEEE Trans. Netw. Sci. Eng.
Zeyuan Xu, Zhe Yang, Danwei Wang, Zhe Wu
2024 J jnl
Explicit machine learning-based model predictive control of nonlinear processes via multi-parametric programming.
Comput. Chem. Eng.
Wenlong Wang, Yujia Wang, Yuhe Tian, Zhe Wu
2024 — conf
Fast Reinforcement Learning For Optimal Control of Nonlinear Systems Using Transfer Learning.
CDC
Yujia Wang, Ming Xiao, Zhe Wu
2024 C conf
Machine Learning Modeling of Nonlinear Processes with Lyapunov Stability Guarantees.
ACC
Wallace Tan Gian Yion, Ming Xiao, Guoquan Wu, Zhe Wu
2024 — conf
Phased LSTM-Based MPC for Modeling and Control of Nonlinear Systems Using Asynchronous and Delayed Measurement Data.
CDC
Wanlu Wu, Yujia Wang, Ming-Qing Zhang, Min-Sen Chiu, Zhe Wu
2024 J jnl
Privacy-preserving federated machine learning modeling and predictive control of heterogeneous nonlinear systems.
Comput. Chem. Eng.
Zeyuan Xu, Zhe Wu
2024 J jnl
Robust machine learning modeling for predictive control using Lipschitz-Constrained Neural Networks.
Comput. Chem. Eng.
Wallace Tan Gian Yion, Zhe Wu
2024 J jnl
Safe Transfer-Reinforcement-Learning-Based Optimal Control of Nonlinear Systems.
IEEE Trans. Cybern.
Yujia Wang, Ming Xiao, Zhe Wu
2023 J jnl
Cybersecurity in process control, operations, and supply chain.
Comput. Chem. Eng.
Sandra Parker, Zhe Wu, Panagiotis D. Christofides
2023 J jnl
Feature selection-based machine learning modeling for distributed model predictive control of nonlinear processes.
Comput. Chem. Eng.
Tianyi Zhao, Yingzhe Zheng, Zhe Wu
2023 J jnl
Machine learning aided model predictive control with multi-objective optimization and multi-criteria decision making.
Comput. Chem. Eng.
Zhiyuan Wang, Wallace Tan Gian Yion, Gade Pandu Rangaiah, Zhe Wu
2023 C conf
Transfer Learning-Based Modeling and Predictive Control of Nonlinear Processes.
ACC
Ming Xiao, Cheng Hu, Zhe Wu
2022 J jnl
A tutorial review of neural network modeling approaches for model predictive control.
Comput. Chem. Eng.
Yi Ming Ren, Mohammed S. Alhajeri, Junwei Luo, Scarlett Chen, Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides
2022 J jnl
Barrier-function-based distributed predictive control for operational safety of nonlinear processes.
Comput. Chem. Eng.
Scarlett Chen, Zhe Wu, Panagiotis D. Christofides
2022 J jnl
Handling noisy data in sparse model identification using subsampling and co-teaching.
Comput. Chem. Eng.
Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides
2022 J jnl
Machine learning aided multi-objective optimization and multi-criteria decision making: Framework and two applications in chemical engineering.
Comput. Chem. Eng.
Zhiyuan Wang, Jie Li, Gade Pandu Rangaiah, Zhe Wu
2022 C conf
Machine-Learning-based Predictive Control of Nonlinear Processes with Uncertainty.
ACC
Zhe Wu, Aisha Alnajdi, Quanquan Gu, Panagiotis D. Christofides
2022 J jnl
Statistical machine-learning-based predictive control using barrier functions for process operational safety.
Comput. Chem. Eng.
Scarlett Chen, Zhe Wu, Panagiotis D. Christofides
2021 C conf
Cyber-Security of Decentralized and Distributed Control Architectures with Machine-Learning Detectors for Nonlinear Processes.
ACC
Scarlett Chen, Zhe Wu, Panagiotis D. Christofides
2021 C conf
Handling Noisy Data in Machine Learning Modeling and Predictive Control of Nonlinear Processes.
ACC
Zhe Wu, David Rincón, Junwei Luo, Panagiotis D. Christofides
2021 C conf
Improving Machine Learning Modeling of Nonlinear Processes Under Noisy Data Via Co-teaching Method.
ACC
Zhe Wu, David Rincón, Junwei Luo, Panagiotis D. Christofides
2021 J jnl
Sparse-identification-based model predictive control of nonlinear two-time-scale processes.
Comput. Chem. Eng.
Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides
2020 C conf
Control Lyapunov-Barrier Function-Based Predictive Control of Nonlinear Systems Using Machine Learning Models.
ACC
Zhe Wu, Panagiotis D. Christofides
2020 J jnl
Control Lyapunov-Barrier function-based predictive control of nonlinear processes using machine learning modeling.
Comput. Chem. Eng.
Zhe Wu, Panagiotis D. Christofides
2020 J jnl
Cyber-attack detection and resilient operation of nonlinear processes under economic model predictive control.
Comput. Chem. Eng.
Scarlett Chen, Zhe Wu, Panagiotis D. Christofides
2020 C conf
Incorporating Structural Process Knowledge in Recurrent Neural Network Modeling of Nonlinear Processes.
ACC
Zhe Wu, David Rincón, Panagiotis D. Christofides
2020 — conf
Machine Learning-Based Cyber-attack Detection and Resilient Operation via Economic Model Predictive Control for Nonlinear Processes.
MED
Scarlett Chen, Zhe Wu, Panagiotis D. Christofides
2020 J jnl
Robust detection of intermittent sensor faults in stochastic LTV systems.
Neurocomputing
Junfeng Zhang, Panagiotis D. Christofides, Xiao He, Zhe Wu, Yinghong Zhao, Donghua Zhou
2020 — conf
Run-to-Run Control of Thermal Atomic Layer Deposition.
MED
Yichi Zhang, Yangyao Ding, Zhe Wu, Panagiotis D. Christofides
2019 C conf
Computational Fluid Dynamics Modeling and Control of Phthalic Anhydride Synthesis in a Fixed-Bed Catalytic Reactor.
ACC
Zhe Wu, Anh Tran, Yi Ming Ren, Cory S. Barnes, Panagiotis D. Christofides
2019 J jnl
Control Lyapunov-Barrier function-based model predictive control of nonlinear systems.
Autom.
Zhe Wu, Fahad Albalawi, Zhihao Zhang, Junfeng Zhang, Helen Durand, Panagiotis D. Christofides
2019 C conf
Improving Diabetes Conventional Therapy via Machine Learning Modeling.
ACC
Eleonora Maria Aiello, Zhe Wu, Panagiotis D. Christofides, Chiara Toffanin, Claudio Cobelli, Lalo Magni
2019 C conf
Integrating Safeness Index-Based Model Predictive Control and Safety Relief Valve Activation for Operational Safety of Chemical Processes.
ACC
Zhihao Zhang, Zhe Wu, David Rincón, Panagiotis D. Christofides
2019 C conf
On Impact of Unsafe Set Structure in Control Lyapunov-Barrier Function-Based Model Predictive Control.
ACC
Zhe Wu, Panagiotis D. Christofides
2019 J jnl
Operational safety of chemical processes via Safeness-Index based MPC: Two large-scale case studies.
Comput. Chem. Eng.
Zhihao Zhang, Zhe Wu, David Rincón, Carlos Garcia, Panagiotis D. Christofides
2018 C conf
Control Lyapunov-Barrier Function-Based Model Predictive Control of Nonlinear Systems.
ACC
Zhe Wu, Fahad Albalawi, Zhihao Zhang, Junfeng Zhang, Helen Durand, Panagiotis D. Christofides
2018 C conf
Lyapunov-based Economic Model Predictive Control of Stochastic Nonlinear Systems.
ACC
Zhe Wu, Junfeng Zhang, Zhihao Zhang, Fahad Albalawi, Helen Durand, Maaz Mahmood, Prashant Mhaskar, Panagiotis D. Christofides
2018 J jnl
Safe economic model predictive control of nonlinear systems.
Syst. Control. Lett.
Zhe Wu, Helen Durand, Panagiotis D. Christofides