Thomas Zhang (He, Him, His)
PhD, ESE
Thomas Zhang is a PhD student advised by Prof. Nikolai Matni. His research interests involve some combination of dynamical systems, statistical learning, and control theory. In particular, he is interested in studying the properties of learning-based methods applied on autocorrelated (non-i.i.d.) data generated by dynamical (control) systems. Prior to Penn, Thomas received BSc’s in Mathematics and Statistics & Data Science from Yale University, where he then spent a year as a research scientist in the Applied Mathematics Program.
Research Areas
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Research Areas
- Data-Driven Control Algorithms
- Data-Driven Modeling and Estimation
- Learning for Control Systems
- Nonlinear Control Systems
- Robust and Optimized Control
- Machine Learning