research

A growing collection of interesting research topics and projects.


Research Topics


Funded Projects

  • AI-empowered wind field simulation for sustainable urban microclimate design, YCRF, Co-PI
  • Urban Resilience Enhancement for Energy-Building-Transport-Water Sector Synergization (UREBTW) ToolBox, RICRI, Co-PI
  • Parking Garage Vacancy Prediction Services in Hong Kong: AI-enabled Solutions for Enhanced Reliability and Extensibility, Smart Traffic Fund, PI
  • Network-wide Traffic Flow Estimation with Sparse Volume Detectors and Global Open Multi-Source Data: An Integrated Data-driven and Model-based Method on Computational Graphs, GRF, PI
  • Digital Twin‒based Long-span Bridge Health Monitoring, Smart Traffic Fund, Co-PI
  • Development of an AI-empowered Multi-modal Digital Twin Platform for Recurrent and Non-recurrent Traffic Management on Urban Networks, PolyU SCRI, PI
  • Overcoming the Underdetermination: Estimation of Dynamic Origin-Destination Demands on the Link and Bathtub-based Road Network with Multi-Source Data, GRF, PI
  • Development and Deployment of an AI-enabled Parking Vacancy Prediction Framework using Multi-source Data, Smart Traffic Fund, PI
  • 大规模路网下基于多源数据的动态OD矩阵估计理论研究及应用, 国家自然科学基金青年基金, PI
  • Modeling and Managing Dynamic Transportation Networks with Heterogeneous Multi-Source Data: An Individual-Oriented Perspective, ECS, PI
  • Towards a Smart System for Post-Windstorm Tree Debris Cleanup and Transportation Network Restoration in Hong Kong, PolyU RISUD, PI
  • HKSim: A Data-Driven Multi-Modal Dynamic Traffic Management System for Hong Kong, PolyU Startup, PI
  • Smart City: Basic Concepts and Hands-on Projects, PolyU EDC, PI
  • Reliability-based Intelligent Transportation Systems in Urban Road Network with Uncertainty, RIF, Co-PI