Research Theme

TOPS

Transportation Information

  • Natural and Built Environments
  • Data Analytics

Transportation Operation

  • Fleet Operation and Management
  • Traffic Signal Optimization
  • Future Mobility Systems and Services

Vehicular Technology

  • Driving Behavior
  • Vehicle Monitoring Systems

TUPA

Traffic Planning

  • Big Data Analytics and Visualization
  • Green Transportation
  • Traffic Safety

Digital Twin

  • VR Driving Simulator Platform
  • SLAM for Autonomous Vehicles Using AI

Traffic Simulation

  • Traffic Signal Optimization

Traffic Prediction

  • Imputation of Missing Data
  • 3D Convolutional Networks for Traffic Forecasting
  • Short-Term Prediction for Bike-Sharing Services Using Machine Learning

ID

Design Optimization of Mobility Systems

  • Route Representation Methodology
  • Sensitivity Analysis
  • Gradient-Based Mobility System Optimization

Vehicle Routing Problems

  • Shortest Path Problem
  • Traveling Salesman Problem
  • Vehicle Routing Using Deep Learning

HFACTS

Human Factors and Transport Systems

  • Traffic Safety and Applications of Statistical Methods
  • Travel Behavior Analysis and Transport Policy
  • Driving Behavior and Simulator Experiments
  • Connected and Autonomous Vehicles, Human Factors, and Human-Centered Design