Yiming Zhang

Verified @gmail.com

Department of Civil and Environmental Engineering
Hong Kong Polytechnic University

Yiming Zhang


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https://researchid.co/yiming.zhang
1362

Scholar Citations

18

Scholar h-index

24

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Transferable and adaptable full-field structural response reconstruction from sparse sensors via GraphSAGE–LSTM neural networks
    K Lai, X Wang, Y Li, H Guan, Y Zhang, Y Xia
    Engineering Structures 359, 122740 , 2026
    2026
  • Acoustic signals-based probabilistic fault diagnosis for expansion joints of small and medium bridges using Bayesian ensemble learning
    YW Yan, YM Zhang, LR Zhou, FQ Zhang, H Wang
    Engineering Structures 354, 122379 , 2026
    2026
    Citations: 3
  • An explainable deep ensemble model for probabilistic prediction of typhoon effects on a long-span bridge
    HQ Li, YM Zhang, H Wang, YC Xu, D Li
    Journal of Wind Engineering and Industrial Aerodynamics 269, 106330 , 2026
    2026
  • Digital twin-assisted automatic ship size measurement for ship–bridge collision early warning systems
    RX Liao, YM Zhang, H Wang, JX Mao, AY Li, ZY Chen
    Journal of Zhejiang University-SCIENCE A 27 (1), 1-11 , 2026
    2026
  • Multi-objective optimisation of surveillance camera placement for bridge–ship collision early-warning using an improved non-dominated sorting genetic algorithm
    RX Liao, YM Zhang, H Wang, TH Zhao, X Wang
    Advanced Engineering Informatics 69, 103918 , 2026
    2026
    Citations: 18
  • Wake reconstruction of a building using sparse data of virtual Doppler wind lidar
    HY Yang, JL Yuan, YX Chen, HY Xia, X Zhou, T Wei, Y Gu, YM Zhang, ...
    Physics of Fluids 37 (12) , 2025
    2025
  • An effective ship detection approach combining lightweight networks with supervised simulation-to-reality domain adaptation
    RX Liao, YM Zhang, H Wang, L Lu, Z Chen, X Wang, W Zuo
    Computer-Aided Civil and Infrastructure Engineering , 2025
    2025
    Citations: 11
  • Data-driven wind-induced response prediction for slender civil infrastructure: Progress, challenges and opportunities
    YM Zhang, HQ Li, H Wang
    Structures 74, 108650 , 2025
    2025
    Citations: 16
  • Probabilistic ductile deformation limit state prediction of monolithic exterior shear keys based on quantile regression machine learning techniques
    X Zhu, C Xing, H Wang, J Zhong, Y Zhang
    Engineering Structures 317, 118610 , 2024
    2024
    Citations: 3
  • Bayesian dynamic modelling for probabilistic prediction of pavement condition
    YM Zhang, AM d’Avigneau, GM Hadjidemetriou, L de Silva, M Girolami, ...
    Engineering Applications of Artificial Intelligence 133, 108637 , 2024
    2024
    Citations: 30
  • Bayesian Modelling for Probabilistic Prediction of International Roughness Index of Flexible Pavements
    Y Zhang, AM d’Avigneau, G Hadjidemetriou, M Girolami, L De Silva
    Transport Research Arena Conference, 52-57 , 2024
    2024
  • Vision-based vessel detection for vessel-bridge collision warnings under complex scenes
    RX Liao, T Wu, YM Zhang, JX Mao, H Wang
    Journal of Southeast University (English Edition) 40 (1) , 2024
    2024
    Citations: 9
  • Probabilistic short-term wind speed forecasting using a novel ensemble QRNN
    YD Liu, ZD Xu, H Wang, Y Wang, JX Mao, YM Zhang
    Structures 57, 105286 , 2023
    2023
    Citations: 8
  • 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
    2023
    Citations: 39
  • Multi-head attention-based probabilistic CNN-BiLSTM for day-ahead wind speed forecasting
    YM Zhang, H Wang
    Energy 278, 127865 , 2023
    2023
    Citations: 173
  • 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
    2023
    Citations: 10
  • An adaptive multi-taper spectral estimation for stationary processes
    YM Zhang, Z Huang, Y Xia
    Mechanical Systems and Signal Processing 183, 109629 , 2023
    2023
    Citations: 19
  • Multi-taper S-transform method and its application in the EPSD and coherence estimation of earthquake ground motions
    Z Huang, Y Xia, YM Zhang, M Beer
    2023
  • 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
    2022
    Citations: 18
  • 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
    2022
    Citations: 114

MOST CITED SCHOLAR PUBLICATIONS

  • Multi-head attention-based probabilistic CNN-BiLSTM for day-ahead wind speed forecasting
    YM Zhang, H Wang
    Energy 278, 127865 , 2023
    2023
    Citations: 173
  • 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
    2021
    Citations: 131
  • 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
    2021
    Citations: 121
  • 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
    2019
    Citations: 118
  • 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
    2022
    Citations: 114
  • 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
    2020
    Citations: 100
  • 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
    2022
    Citations: 90
  • 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
    2020
    Citations: 66
  • 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
    2021
    Citations: 60
  • 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
    2022
    Citations: 48
  • 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
    2022
    Citations: 41
  • 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
    2023
    Citations: 39
  • Bayesian dynamic modelling for probabilistic prediction of pavement condition
    YM Zhang, AM d’Avigneau, GM Hadjidemetriou, L de Silva, M Girolami, ...
    Engineering Applications of Artificial Intelligence 133, 108637 , 2024
    2024
    Citations: 30
  • 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
    2022
    Citations: 25
  • 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
    2022
    Citations: 24
  • An adaptive multi-taper spectral estimation for stationary processes
    YM Zhang, Z Huang, Y Xia
    Mechanical Systems and Signal Processing 183, 109629 , 2023
    2023
    Citations: 19
  • Multi-objective optimisation of surveillance camera placement for bridge–ship collision early-warning using an improved non-dominated sorting genetic algorithm
    RX Liao, YM Zhang, H Wang, TH Zhao, X Wang
    Advanced Engineering Informatics 69, 103918 , 2026
    2026
    Citations: 18
  • 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
    2022
    Citations: 18
  • 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
    2022
    Citations: 17
  • 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
    2019
    Citations: 17