Tong Ma
Assistant Professor
Department of Mechanical and Industrial Engineering
Northeastern University
t.ma@northeastern.edu
211 SN
360 Huntington Ave
Boston, MA 02115
About Me
I joined the Northeastern University in July 2022 as an Assistant Professor in the Department of Mechanical and Industrial Engineering. My research is focused on
- Nonlinear systems and control
- Stochastic control and optimization
- Data-driven control and optimization
- Stochastic modeling and uncertainty quantification (UQ)
- Modeling and control formulations for partial differential equations (PDEs) described systems
Education
- PhD, Mechanical Engineering, University of Connecticut, 2018
- BS, Electrical Engineering and Automation, Harbin Institute of Technology, 2013
Work experience
- Postdoctoral Research Associate, Pacific Northwest National Laboratory, 01/2019 – 06/2022
- Intern, Mitsubishi Electric Research Laboratories, 05/2018 – 08/2018
News and Activities
- 09/2024, Ali Mashhadireza joined our group as a Ph.D. student. Welcome to the group!
- 09/2024, Siyi Yu joined our group as a Ph.D. student. Welcome to the group!
- 08/2024, our paper “Computationally Tractable Gaussian Process-based Stochastic Predictive Control Using Backoffs” was presented at 8th IFAC Conference on Nonlinear Model Predictive Control.
- 12/2023, our paper “Tracking control of uncertain nonlinear systems via adaptive Gaussian process prediction and real-time optimization” has been accepted by International Journal of Control.
- 09/2023, Mengxu Xie joined our group as the first Ph.D. student. Welcome to the group!
- 06/2023, our paper “A model‐and data‐driven predictive control approach for tracking of stochastic nonlinear systems using Gaussian processes” has been accepted by International Journal of Robust and Nonlinear Control.
- 01/2023, our paper “High-gain Output Feedback Control Design for a Class of Uncertain Nonlinear Systems Using Gaussian Processes” has been accepted by American Control Conference.
- 08/2022, our paper “Constrained Tracking Control of Stochastic Multivariable Nonlinear Systems via Gaussian Process Predictions” has been accepted by International Journal of Control.
- 07/2022, I started as an Assistant Professor in the Department of Mechanical and Industrial Engineering at the Northeastern University.