Research Area

Keywords: Simulation, Smart Mobility, Automated Mobility-on-Demand (AMOD), Intelligent Transportation Systems (ITS), Predictive Analytics

My research motivation is to deal with the future uncertainty in the transportation system by leveraging the recent advancements of ICT technology from both data-driven and simulation-based approach. To improve the transportation system, I explain the traffic issues by analyzing large-scale traffic data, and develop prediction/control mechanisms through machine learning models.  And, finally, I evaluate the future mobility scenario through simulations.