Center for Nonlinear Studies

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Center for Nonlinear Studies

Minh Thanh Vu

CNLS Postdoctoral Research Associate
T-5

Statistical learning and control theory

Office: TA-3, Bldg 1690, Room 0
Mail Stop: B258
Email: minhtvu@lanl.gov

Research highlight

Develop statistical analysis and uncertainty qualification for learning of dynamical systems. Design real-time data-driven prediction, optimization, and control of nonlinear stochastic dynamical systems. Develop robust learning algorithms for detection, location, and identification of abnormal events in stochastic and partially observed networks.

Educational Background/Employment:

Ph.D. and M.S. in Systems Science and Mathematics from Washington University in Saint Louis (2023)
B.S. in Mechanical Engineering from University of Louisiana at Lafayette
Employment:
- ISTI Postdoc Fellow – data science and artificial intelligent research

Research Interests:

Statistical learning (estimation, regression, dimensional reduction, and complexity analysis)
Analysis and control of systems (system identification, stability analysis, optimization, and control design)

Google Scholar

Selected Recent Publications:

Vu, M., Huang, Y. and Zeng, S.. Data-driven control of nonlinear systems: An online sequential approach (2024) 10.1016/j.sysconle.2024.105932
Vu, M., Singhal, B., Zeng, S. and Li, J.S.. Data-driven control of oscillator networks with population-level measurement (2024) 10.1063/5.0191851
Vu, M., Singhal, B., Li, J.S. and Zeng, S.. Data-driven moment-based control of linear ensemble systems (2024) 10.23919/ACC60939.2024.10644626

CNLS Publications:

Huang, Yunshen; Vu, Minh Thanh; He, Wenbo; Zeng, Shen. Rapid Attitude Controller Design Enabled by Flight Data. ASME Letters in Dynamic Systems and Control 2025 10.1115/1.4067186