Research Interests

Structural Health Monitoring (SHM)

Damage detection, model updating, modal identification, digital twin, satellite-based monitoring.

Wind Turbine Operations and Maintenance (O&M)

Wind turbine manufactoring, vibration-based and vision-based monitoring, digital twin, predictive maintenance.

Vehicle-bridge Interaction (VBI)

Drive-by method, crowdsensing, weigh-in-motion (WIM), road roughness estimation.

Machine/deep Learning

Bayesian statistics, Gaussian processes, deep learning, computer vision, transfer learning, physics-enhanced neural networks.