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La bibliographie suivante contient toutes les publications répertoriées dans la base de données qui sont reliées à ce nom en tant qu'auteur, éditeur ou collaborateur.

  1. Liao, Yuchen / Zhang, Ruiyang / Zong, Zhouhong / Wu, Gang: Channel-attention-based LSTM network for modeling temperature-induced responses of cable-stayed bridges. Dans: Structural Health Monitoring.

    https://doi.org/10.1177/14759217241241983

  2. Liao, Yabin / Qian, Feng / Zhang, Ruiyang / Kumar, Priyanshu (2024): Long short_term memory (LSTM) neural networks for predicting dynamic responses and application in piezoelectric energy harvesting. Dans: Smart Materials and Structures, v. 33, n. 7 (7 juin 2024).

    https://doi.org/10.1088/1361-665x/ad508e

  3. Zhang, Yongwang / Zhang, Xiaofei / Zhang, Ruiyang / Ni, Weibin / Zhi, Wentao / Wang, Lu (2024): Fire and post-fire performance of unbonded semi-precast prestressed reinforced concrete beams. Dans: Engineering Structures, v. 308 (juin 2024).

    https://doi.org/10.1016/j.engstruct.2024.117961

  4. Liao, Yuchen / Zhang, Ruiyang / Feng, Jinpeng / Wu, Gang (2024): Modal expansion-based deep learning framework for metamodeling vehicle-induced vibrations of bridges under vehicle fleets. Dans: Structures, v. 63 (mai 2024).

    https://doi.org/10.1016/j.istruc.2024.106324

  5. Liao, Yuchen / Zhang, Ruiyang / Wu, Gang / Sun, Hao (2023): A Frequency-Based Ground Motion Clustering Approach for Data-Driven Surrogate Modeling of Bridges. Dans: Journal of Engineering Mechanics (ASCE), v. 149, n. 9 (septembre 2023).

    https://doi.org/10.1061/jenmdt.emeng-6812

  6. Chen, Youjun / Sun, Zeyang / Zhang, Ruiyang / Yao, Liuzhen / Wu, Gang (2023): Attention mechanism based neural networks for structural post-earthquake damage state prediction and rapid fragility analysis. Dans: Computers & Structures, v. 281 (juin 2023).

    https://doi.org/10.1016/j.compstruc.2023.107038

  7. Liao, Yuchen / Lin, Rong / Zhang, Ruiyang / Wu, Gang (2023): Attention-based LSTM (AttLSTM) neural network for Seismic Response Modeling of Bridges. Dans: Computers & Structures, v. 275 (janvier 2023).

    https://doi.org/10.1016/j.compstruc.2022.106915

  8. Zhang, Ruiyang / Meng, Libo / Mao, Zhu / Sun, Hao (2021): Spatiotemporal Deep Learning for Bridge Response Forecasting. Dans: Journal of Structural Engineering (ASCE), v. 147, n. 6 (juin 2021).

    https://doi.org/10.1061/(asce)st.1943-541x.0003022

  9. Zhang, Ruiyang / Liu, Yang / Sun, Hao (2020): Physics-guided convolutional neural network (PhyCNN) for data-driven seismic response modeling. Dans: Engineering Structures, v. 215 (juillet 2020).

    https://doi.org/10.1016/j.engstruct.2020.110704

  10. Zhang, Ruiyang / Hajjar, Jerome / Sun, Hao (2020): Machine Learning Approach for Sequence Clustering with Applications to Ground-Motion Selection. Dans: Journal of Engineering Mechanics (ASCE), v. 146, n. 6 (juin 2020).

    https://doi.org/10.1061/(asce)em.1943-7889.0001766

  11. Zhang, Ruiyang / Phillips, Brian M. (2019): Cyber‐physical approach to the optimization of semiactive structural control under multiple earthquake ground motions. Dans: Computer-Aided Civil and Infrastructure Engineering, v. 34, n. 5 (avril 2019).

    https://doi.org/10.1111/mice.12431

  12. Zhang, Ruiyang / Phillips, Brian M. (2016): Performance and Protection of Base-Isolated Structures under Blast Loading. Dans: Journal of Engineering Mechanics (ASCE), v. 142, n. 1 (janvier 2016).

    https://doi.org/10.1061/(asce)em.1943-7889.0000974

  13. Zhang, Ruiyang / Phillips, Brian M. (2017): Artificial Specimen Damping for Substructure Real-Time Hybrid Simulation. Dans: Journal of Engineering Mechanics (ASCE), v. 143, n. 8 (août 2017).

    https://doi.org/10.1061/(asce)em.1943-7889.0001242

  14. Zhang, Ruiyang / Chen, Zhao / Chen, Su / Zheng, Jingwei / Büyüköztürk, Oral / Sun, Hao (2019): Deep long short-term memory networks for nonlinear structural seismic response prediction. Dans: Computers & Structures, v. 220 (août 2019).

    https://doi.org/10.1016/j.compstruc.2019.05.006

  15. Zhang, Ruiyang / Phillips, Brian M. / Fernández-Cabán, Pedro L. / Masters, Forrest J. (2019): Cyber-physical structural optimization using real-time hybrid simulation. Dans: Engineering Structures, v. 195 (septembre 2019).

    https://doi.org/10.1016/j.engstruct.2019.05.042

  16. Zhang, Ruiyang / Phillips, Brian M. / Taniguchi, Shun / Ikenaga, Masahiro / Ikago, Kohju (2017): Shake table real-time hybrid simulation techniques for the performance evaluation of buildings with inter-story isolation. Dans: Structural Control and Health Monitoring, v. 24, n. 10 (octobre 2017).

    https://doi.org/10.1002/stc.1971

  17. Zhang, Ruiyang / Lauenstein, Paige V. / Phillips, Brian M. (2016): Real-time hybrid simulation of a shear building with a uni-axial shake table. Dans: Engineering Structures, v. 119 (juillet 2016).

    https://doi.org/10.1016/j.engstruct.2016.04.022

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