
Huan YU 鱼欢
Welcome to our lab at HKUST(GZ).
Assistant Professor, INTR Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou)
香港科技大学(广州),系统枢纽,智能交通学域
Affiliated Assistant Professor, Department of Civil and Environmental Engineering, The Hong Kong University of Science and Technology
香港科技大学,土木工程环境系
Google scholar | Linkedin
Email: huanyu@ust.hk
Office: Room 1028, IAS, HKUST, Clear Water Bay.
Research Interests 研究方向
- PDE/ODE Control
- Dynamical System Modeling
- Adaptive Control
- Reinforcement Learning
- Extremum seeking
- Event-triggered Control
- Traffic Control
- Traffic Flow Modeling
- Mixed-autonomy
- Connected and Automated Vehicles
- Energy management
- Infrastructure Resilience
News 动态
- July 2022: We have two papers accepted by IEEE ITSC 2022: “Integrating PDE Observer with Deep Learning for Traffic State Estimation”, and “Safety Critical Control of Mixed-autonomy Traffic via a Single Autonomous Vehicle”.
我组两篇论文被 IEEE ITSC 2022 接收。 - July 2022: We have one paper accepted by IEEE Transactions on Control Systems Technology “Reinforcement Learning Versus PDE Backstepping and PI Control for Congested Freeway Traffic”.
我组一篇论文被 IEEE Transactions on Control Systems Technology 接收。 - April 2022: I give a presentation at HKUST(GZ) “Control Meets Learning: PDE State Estimation of Phantom Traffic Jam”.
在香港科技大学(广州)进行学术汇报。 - November 2021: I give a presentation at KTH Royal Institute of Technology “PDE Modeling, Control and Reinforcement Learning of Intelligent Traffic Flow System”.
在皇家理工学院进行学术汇报。
Principle Investigator 负责人
Experience 经历
- 2021-Now: Assistant Professor, INTR Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou)
- 2021-Now: Affiliated Assistant Professor, Department of Civil and Environmental Engineering, The Hong Kong University of Science and Technology
- 2019-2021: Postdoc, University of California, San Diego, Professor Miroslav Krstic
- 2019: Visiting Scholar, Massachusetts Institute of Technology, 2019, Professor Saurabh Amin
- 2018: Visiting researcher, University of California, Berkeley, 2018, Professor Alexandre Bayen and Professor Scott Moura
Education 教育
- Ph.D., Mechanical and Aerospace Engineering, University of California, San Diego, 2019
Advisor: Professor Miroslav Krstic;
Thesis: Boundary Control of Traffic Congestion - M.S., Mechanical and Aerospace Engineering, University of California, San Diego, 2015
- B.E., Aerospace Engineering (honor program), Northwestern Polytechnical University, 2013