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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
672020
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
562022
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
292023
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
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
252021
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
Prediction of surrounding rock convergence deformation of high-speed railway tunnel based on combined model
ZZ Li, H Wang, XY Chang, YM Zhang, FQ Wang
Journal of Southeast University/Dongnan Daxue Xuebao 51 (5), 851-858, 2021
2*2021
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