I am looking for PhD students for the following research topics:

  • Heterogeneous online data analytics
  • Stochastic cooperative adaptive cruise control
  • Hierarchical adaptive traffic control systems
  • Integrated real-time simulation platform

Click here to find out more.

Dr. Seunghyeon Lee

I am working as a lecturer, which is equivalent to a tenure-track assistant professor in U.S. systems, in the Faculty of Engineering and Information Technology at the University of Technology Sydney. Prior to this position, I had taken up a researcher position at the University of Canterbury and the University of Hong Kong. I had completed Ph.D. degree at the University of Hong Kong in 2016.

I have about 30 publications as Q1 journals, peer-reviewed conference proceedings, and presentations. I have led most of the publications as the first and the corresponding authors. Contributing to the academic field of transportation engineering, I serve as the reviewers for 11 international journals, including Transportation Research Part B: Methodological, IEEE Transactions on Cybernetics, and Accident Analysis and Prevention. Moreover, I have performed about 20 funded research and consultancy projects in transport engineering in South Korea, Hong Kong, New Zealand, and Australia.

My major research interests are;

  • traffic management and control
  • traffic-flow theory
  • intelligent transportation systems
  • deep learning approach to transport modelling
  • connected and autonomous traffic systems
  • multimodal transportation networks.

I have carried out numerous research projects, including;

  • traffic signal control
  • real-time big-data surveillance and mining algorithms
  • car-following models
  • transport optimisations
  • traffic guidance and road marking
  • preliminary feasibility studies on transport infrastructure
  • stochastic system modeling
  • connected traffic systems.

My research applies a range of approaches, such as empirical surveys, traffic simulation, data recursive process, mathematical programs, and stochastic differential equations.