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Yiming Zhang
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Probabilistic framework with Bayesian optimization for predicting typhoon-induced dynamic responses of a long-span bridge
YM Zhang, H Wang, JX Mao, ZD Xu, YF Zhang
Journal of Structural Engineering 147 (1), 04020297, 2021
892021
Modeling and forecasting of temperature-induced strain of a long-span bridge using an improved Bayesian dynamic linear model
H Wang, YM Zhang, JX Mao, HP Wan, TY Tao, QX Zhu
Engineering Structures 192, 220-232, 2019
862019
A probabilistic approach for short-term prediction of wind gust speed using ensemble learning
H Wang, YM Zhang, JX Mao, HP Wan
Journal of Wind Engineering and Industrial Aerodynamics 202, 104198, 2020
682020
Anomaly detection of structural health monitoring data using the maximum likelihood estimation-based Bayesian dynamic linear model
YM Zhang, H Wang, HP Wan, JX Mao, YC Xu
Structural Health Monitoring 20 (6), 2936-2952, 2021
662021
Bayesian dynamic regression for reconstructing missing data in structural health monitoring
YM Zhang, H Wang, Y Bai, JX Mao, YC Xu
Structural Health Monitoring 21 (5), 2097-2115, 2022
582022
Sparse Gaussian process regression for multi-step ahead forecasting of wind gusts combining numerical weather predictions and on-site measurements
H Wang, YM Zhang, JX Mao
Journal of Wind Engineering and Industrial Aerodynamics 220, 104873, 2022
512022
Investigation of temperature effects on steel-truss bridge based on long-term monitoring data: case study
QX Zhu, H Wang, JX Mao, HP Wan, WZ Zheng, YM Zhang
Journal of Bridge Engineering 25 (9), 05020007, 2020
382020
Multi-head attention-based probabilistic CNN-BiLSTM for day-ahead wind speed forecasting
YM Zhang, H Wang
Energy 278, 127865, 2023
312023
Switching Bayesian dynamic linear model for condition assessment of bridge expansion joints using structural health monitoring data
YM Zhang, H Wang, Y Bai, JX Mao, XY Chang, LB Wang
Mechanical Systems and Signal Processing 160, 107879, 2021
262021
Monitoring-based analysis of wind-induced vibrations of ultra-long stay cables during an exceptional wind event
H Zhang, H Wang, ZD Xu, YM Zhang, TY Tao, JX Mao
Journal of Wind Engineering and Industrial Aerodynamics 221, 104883, 2022
252022
Bayesian Operational Modal Analysis with Genetic Optimization for Structural Health Monitoring of the Long-Span Bridge
JX Mao, CY Yang, H Wang, YM Zhang, H Lu
International Journal of Structural Stability and Dynamics 22 (05), 2250051, 2022
202022
Monitoring-based assessment of the construction influence of Benoto pile on adjacent high-speed railway bridge: case study
YM Zhang, H Wang, JX Mao, FQ Wang, ST Hu, XX Zhao
Journal of Performance of Constructed Facilities 33 (1), 04018106, 2019
152019
An adaptive multi-taper spectral estimation for stationary processes
YM Zhang, Z Huang, Y Xia
Mechanical Systems and Signal Processing 183, 109629, 2023
142023
Bayesian prediction of tunnel convergence combining empirical model and relevance vector machine
X Chang, H Wang, YM Zhang, F Wang, Z Li
Measurement 188, 110621, 2022
132022
A novel acceleration-based approach for monitoring the long-term displacement of bridge cables
H Zhang, J Mao, H Wang, X Zhu, YM Zhang, H Gao, Y Ni, Z Hai
International Journal of Structural Stability and Dynamics, 2022
82022
A Bayesian neural network approach for probabilistic model updating using incomplete modal data
YM Zhang, H Wang, JX Mao
Structural Control and Health Monitoring, e3030, 2022
62022
Geometric forming and mechanical performance of reciprocal frame structures assembled using fibre reinforced composites
CP Chea, Y Bai, Y Fang, YM Zhang
Engineering Structures 250, 113420, 2022
62022
Back analysis of rock mass parameters in tunnel engineering using machine learning techniques
X Chang, H Wang, YM Zhang
Computers and Geotechnics 163, 105738, 2023
32023
Inversion Analysis of Mechanical Parameters of Surrounding Rock in High-speed Railway Tunnel
H Wang, XY Chang, YM Zhang, RJ Liang, FQ Wang, L Tao, ZZ Li
Journal of Railway Engineering Society, 2020
3*2020
An improved multi-taper S-transform method to estimate evolutionary spectrum and time-varying coherence of nonstationary processes
YM Zhang, Z Huang, Y Xia
Mechanical Systems and Signal Processing 198, 110386, 2023
22023
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