Jianxiao Mao

Toward data anomaly detection for automated structural health monitoring: Exploiting generative adversarial nets and autoencoders

Jianxiao Mao, Hao Wang, Billie F. Spencer · Structural Health Monitoring · 2020 · 229 citations

Artificial Intelligence, Damage Detection Algorithm, Anomaly Detection +18

Investigation of dynamic properties of long-span cable-stayed bridges based on one-year monitoring data under normal operating condition

Jianxiao Mao, Hao Wang, Dongming Feng et al. · Structural Control and Health Monitoring · 2018 · 155 citations

Engineering, Structural Dynamics, Structural Performance +19

Automated modal identification using principal component and cluster analysis: Application to a long‐span cable‐stayed bridge

Jianxiao Mao, Hao Wang, Yuguang Fu et al. · Structural Control and Health Monitoring · 2019 · 113 citations

Engineering, Timely Information, Cluster Analysis +20

Probabilistic Framework with Bayesian Optimization for Predicting Typhoon-Induced Dynamic Responses of a Long-Span Bridge

Yiming Zhang, Hao Wang, Jianxiao Mao et al. · Journal of Structural Engineering · 2020 · 110 citations

Bayesian Statistic, Engineering, Structural Optimization +22

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