Research Areas

Infrastructure Management

Transportation Infrastructure Management

  • Smart sensing & AI-based condition monitoring
  • Data-driven deterioration modeling
  • Risk analysis and resilience planning
  • Decision support & lifecycle cost optimization
Multimodal Freight

Multimodal Smart Mobility & Freight Logistics

  • Multi-modal freight system modeling
  • Supply chain network design & optimpization
  • Energy-environment-transportation nexus
  • First/last-mile microtransit ridesharing
  • Smart parking system
Smart Mobility

AI-based Tansportation Data Analytics

  • Computer vision for rail & infrastructure safety
  • Application of LLM/AIGC in data management and analytics
  • Digital twin for smart stations
  • Predictive maintenance using AI

On-going Projects / Research Topics

AI-Aided Rail Track Condition Monitoring

Maritime Asset Management System

Visual AI for Rail Safety

Risk-Based Infrastructure Asset Management


AI-Aided Rail Track Condition Monitoring

AI-Aided Rail Track Condition Monitoring

Using AI for preventive and predictive maintenance in rail track monitoring.

Visual AI for Rail Safety

Visual AI for Rail Safety

Implementing computer vision techniques to enhance rail safety measures.

AIGC in Transportation Research

Exploring the Use of AIGC in Transportation Research

Leveraging AI-generated content (AIGC) to drive innovation in transportation research.