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Integrated Data Frameworks Group

Yize Chen

Yize Chen 2
Yize Chen
Postdoctoral Scholar
Data Science Division

Yize Chen is a postdoctoral scholar in the Scientific Data Division working on cybersecurity of automated power grid systems.

Yize received his PhD from the University of Washington, where he was advised by Prof. Baosen Zhang.  His research interests include machine learning, optimization and control for energy systems and cyber-physical systems with performance guarantees.

Conference Papers

Daniel Arnold, Sy-Toan Ngo, Ciaran Roberts, Yize Chen, Anna Scaglione, Sean Peisert, "Adam-based Augmented Random Search for Control Policies for Distributed Energy Resource Cyber Attack Mitigation", Proceedings of the 2022 American Control Conference (ACC), June 2022,

Others

Yize Chen, Yuanyuan Shi, Daniel Arnold, Sean Peisert, SAVER: Safe Learning-Based Controller for Real-Time Voltage Regulation, arXiv preprint arXiv:2111.15152,, November 30, 2021,

Yize Chen, Daniel Arnold, Yuanyuan Shi, Sean Peisert, Understanding the Safety Requirements for Learning-based Power Systems Operations, arXiv preprint arXiv:2110.04983, October 11, 2021,