| 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 (Pending publish) | 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 (Pending publish) | 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 |
| 11 Sep 2023 | Others | Other Institutions | Machine learning aided model predictive control with multi-objective optimization and multi-criteria decision making (Pending publish) | Zhiyuan Wang, Wallace Gian Yion Tan, Gade Pandu Rangaiah, Zhe Wu | Computers & Chemical Engineering |
| 3 Jul 2023 | Others | Other Institutions | Modeling and Control of a Chemical Process Network Using Physics-Informed Transfer Learning (Pending publish) | Ming Xiao, Zhe Wu | Industrial & Engineering Chemistry Research |
| 15 Jun 2023 | Others | Other Institutions | Physics-informed recurrent neural network modeling for predictive control of nonlinear processes (Pending publish) | Yingzhe Zheng, Cheng Hu, Xiaonan Wang, Zhe Wu | Journal of Process Control |