Journal Paper

Extracting bridge frequencies and damping ratios using damped vibrations of a non-moving vehicle

Modularized physics-driven dynamic response prediction of long-span bridge and traffic system subjected to stochastic loads based on neural operators (in press)

Data-driven global sensitivity analysis for group of random variables through knowledge-enhanced machine learning with normalizing flows

Machine learning-empowered intelligent vehicle-bridge systems: current status and future prospects

Rapid evaluation of drivers’ ride comfort on long-span suspension bridges under VIV using Gaussian process regression

Uncertainty-aware fragility modeling of urban building exteriors subjected to hurricane-induced windborne debris with conditional generative adversarial nets

Developing risk-informed speed limits against single-vehicle crashes by exploiting an augmented reliability problem with multi-fidelity enhancement

A multi-fidelity approach for reliability-based risk assessment of single-vehicle crashes

Revisiting the serviceability of long-span bridges under vortex-induced vibrations based on human-body vibration

Longitudinal vibration control strategy for long-span suspension bridges under operational and extreme excitations using eddy current dampers