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Publication date Communities Collections Article title Author(s) Journal/Conference
10 Dec 2024 Others Other Institutions A tutorial review of machine learning-based model predictive control methods Zhe Wu, Panagiotis D. Christofides, Wanlu Wu, Yujia Wang, Fahim Abdullah, Aisha Alnajdi, Yash Kadakia Reviews in Chemical Engineering
4 Nov 2024 Others Other Institutions Safe Transfer-Reinforcement-Learning-Based Optimal Control of Nonlinear Systems Yujia Wang, Ming Xiao, Zhe Wu IEEE Transactions on Cybernetics
16 Mar 2024 Others Other Institutions Physics-informed machine learning in cyber-attack detection and resilient control of chemical processes (Pending publish) Guoquan Wu, Yujia Wang, Zhe Wu Chemical Engineering Research and Design
28 Nov 2023 Others Other Institutions Control Lyapunov‐barrier function‐based safe reinforcement learning for nonlinear optimal control (Pending publish) Yujia Wang, Zhe Wu AIChE Journal