About me
Mohammadamin (Amin) Moradi is a Ph.D. Candidate in Prof. Ying-Cheng Lai’s chaos group at Arizona State University. His background is in Electrical Engineering - Control Systems and he is interested in control systems, nonlinear dynamics, machine learning, reinforcement learning, and time series forecasting. He currently focuses on applying machine learning to nonlinear system prediction, nonlinear tracking control, power grid system, etc.
Education
- B.Sc. in Electrical Engineering - Control Systems, University of Tehran, 2017
- M.Sc. in Electrical Engineering - Control Systems, Iran University of Science and Technology, 2020
- Ph.D in Electrical Engineering, Arizona State University, 2024
Recent News
- Feb. 23, 2024. Paper entitled “Machine-learning parameter tracking with partial state observation” published in Physical Research.
- Sept. 26, 2023. Paper entitled “Preferential cyber defense for power grids” published in Physical Review X Energy.
- Sept. 14, 2023. Paper entitled “Model-free tracking control of complex dynamical trajectories with machine learning” published in Nature Communications.
- Mar. 9, 2023. Paper entitled “Detecting Weak Physical Signal from Noise: A Machine-Learning Approach with Applications to Magnetic-Anomaly-Guided Navigation” published in Physical Review Applied.
- Nov. 28, 2022. Paper entitled “Defending Smart Electrical Power Grids against Cyberattacks with Deep Q-Learning” published in Physical Review X Energy.
- Aug. 24, 2022. Paper entitled “Adaptive optimal control of unknown discrete-time linear systems with guaranteed prescribed degree of stability using reinforcement learning” published in International Journal of Dynamics and Control.
Services
- Scientific Journals Peer Reviewer: Over 60 papers reviwed for reputable journals such as IEEE Access, Physical Review X Energy, Physical Review Research, Physical Review X, International Journal of Power and Energy Systems, IET Renewable Power Generation, Journal of Energy Management and Technology
- A comprehensive list of verified peer review record is available on my Web of Science (Publons) profile.
Contact Information
Mohammadamin Moradi
School of Electrical, Computer and Energy Engineering
Arizona State University
Tempe, Arizona 85281
Email: aminmoradisc@gmail.com, mmoradi5@asu.edu