Publications

Mohammadamin Moradi, Yang Weng, John Dirkman, and Ying-Cheng Lai. ‘‘Preferential cyber defense for power grids,’’ Physical review X Energy, (2023).

Zheng-Meng Zhai, Mohammadamin Moradi, Ling-Wei Kong, Bryan Glaz, Mulugeta Haile, and Ying-Cheng Lai. ‘‘Model-free tracking control of complex dynamical trajectories with machine learning,’’ Nature Communications, 14.1 (2023): 5698

Zheng-Meng Zhai, Mohammadamin Moradi, Ling-Wei Kong, and Ying-Cheng Lai. ‘‘Detecting Weak Physical Signal from Noise: A Machine-Learning Approach with Applications to Magnetic-Anomaly-Guided Navigation,’’ Physical Review Applied, 19, 034030, 1-18 (2023).

Mohammadamin Moradi, Yang Weng, and Ying-Cheng Lai. ‘‘Defending Smart Electrical Power Grids against Cyberattacks with Deep Q-Learning,’’ Physical review X Energy, 1 (2022): 033005.

Seyed Ehsan Razavi, Mohammadamin Moradi, Saeed Shamaghdari, and Mohammad Bagher Menhaj. ‘‘Adaptive optimal control of unknown discrete-time linear systems with guaranteed prescribed degree of stability using reinforcement learning,’’ International Journal of Dynamics and Control, 10.3 (2022): 870-878.