Shanwu Li

Data-driven modeling of vortex-induced vibration of a long-span suspension bridge using decision tree learning and support vector regression

Shanwu Li, Shujin Laima, Hui Li · Journal of Wind Engineering and Industrial Aerodynamics · 2017 · 156 citations

Data-driven Modeling, Vortex-induced Vibration, Bridge Design +13

Cluster analysis of winds and wind-induced vibrations on a long-span bridge based on long-term field monitoring data

Shanwu Li, Shujin Laima, Hui Li · Engineering Structures · 2017 · 94 citations

Bridge Design, Engineering, Vibrations +10

Discovering time-varying aerodynamics of a prototype bridge by sparse identification of nonlinear dynamical systems

Shanwu Li, Eurika Kaiser, Shujin Laima et al. · Physical review. E · 2019 · 72 citations

Engineering, Computational Mechanics, Wind Engineering +21

Data‐driven modeling of bridge buffeting in the time domain using long short‐term memory network based on structural health monitoring

Shanwu Li, Suchao Li, Shujin Laima et al. · Structural Control and Health Monitoring · 2021 · 57 citations

Engineering, Computational Mechanics, Structural Engineering +16

Physics-guided deep learning framework for predictive modeling of bridge vortex-induced vibrations from field monitoring

Shanwu Li, Shujin Laima, Hui Li · Physics of Fluids · 2021 · 46 citations

Field Monitoring, Engineering, Machine Learning +19