Hua‐Ping Wan

Bayesian multi-task learning methodology for reconstruction of structural health monitoring data

Hua‐Ping Wan, Yi‐Qing Ni · Structural Health Monitoring · 2018 · 226 citations · Full text

Bayesian Statistic, Bayesian Decision Theory, Engineering +19

Stochastic model updating utilizing Bayesian approach and Gaussian process model

Hua‐Ping Wan, Wei‐Xin Ren · Mechanical Systems and Signal Processing · 2015 · 128 citations

Bayesian Statistic, Uncertainty Quantification, Gaussian Process +6

Bayesian Modeling Approach for Forecast of Structural Stress Response Using Structural Health Monitoring Data

Hua‐Ping Wan, Yi‐Qing Ni · Journal of Structural Engineering · 2018 · 127 citations · Full text

Modeling and forecasting of temperature-induced strain of a long-span bridge using an improved Bayesian dynamic linear model

Hao Wang, Yiming Zhang, Jianxiao Mao et al. · Engineering Structures · 2019 · 104 citations

Bridge Design, Engineering, Civil Engineering +10

Anomaly detection of structural health monitoring data using the maximum likelihood estimation-based Bayesian dynamic linear model

Yiming Zhang, Hao Wang, Hua‐Ping Wan et al. · Structural Health Monitoring · 2020 · 98 citations

Anomaly Detection, Engineering, Expectation Maximization Algorithm +18