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RESEARCH PAPER · Science China Technological Sciences · 2022

A computational method for the load spectra of large-scale structures with a data-driven learning algorithm

XianJia Chen, Zheng Yuan, Qiang Li, Shouguang Sun, Yujie Wei

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12 direct citing papers in this saved network. Explore the next layer with second-order citations.

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A computational method for the load spectra of large-scale structures with a data-driven learning algorithmOriginalFractional load contributions from wheel-rail excitations and aerodynamics to the high-speed train bogie structure1High-Performance Numerical Simulation Software for Life Extension of High-Speed Trains: Developments and Applications0Data-driven learning algorithm to predict full-field aerodynamics of large structures subject to crosswinds4Study of Dynamic Response Correlation of High-Speed Train Bogie Based on ICA Algorithm1A Data-Driven Dual-Stage Framework Based on Physics-Guided Overlap and Adaptive Segmentation for Long-Term Dynamics Prediction0A Data-Driven Dual-Stage Framework Based on Physics-Guided Overlap and Adaptive Segmentation for Long-Term Dynamics Prediction0Machine learning revealed force-stress-fatigue damage correlation of high-speed train bogies4A hybrid deep learning model for cross-speed load prediction of structural components considering speed-sensitive characteristics0Construction of load spectrum for pure electric bulldozers based on new K-ICPO clustering algorithm0Integration of digital technologies and environmentally sustainable solutions for optimizing hydrocarbon transportation0Efficient implementation of wheel-rail load excitation in high-speed railways0Load prediction for high-speed train bogie frames under multiple speed conditions using a hybrid 1DCNN-LSTM model0

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12 direct citing papers saved.

  1. Fractional load contributions from wheel-rail excitations and aerodynamics to the high-speed train bogie structure

    Scientia Sinica Technologica · 2023-10-30

    Zheng YUAN, XianJia CHEN, ZhanLing JI, Cen LI, Wei LUO, Qiang LI, ShouGuang SUN, GuoWei YANG, Yujie Wei

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  2. High-Performance Numerical Simulation Software for Life Extension of High-Speed Trains: Developments and Applications

    Springer eBooks · 2024-01-01

    Yujie Wei, Guowei Yang, Xianjia Chen, Pan Xiao, Bo Yin, Shan Liang, Xia- zhen Liu, Han Wu, Zhanling Ji, Yuan Zheng, Chunbao Zhou, Zhonghua Lu, Hongju Cui, Long Ma

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  3. Data-driven learning algorithm to predict full-field aerodynamics of large structures subject to crosswinds

    Physics of Fluids · 2024-05-01

    Xianjia Chen, Bo Yin, Zheng Yuan, Guowei Yang, Qiang Li, Shouguang Sun, Yujie Wei

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  4. Study of Dynamic Response Correlation of High-Speed Train Bogie Based on ICA Algorithm

    Lecture notes in mechanical engineering · 2024-10-31

    Zheng Yuan, Xianjia Chen, Lijun Ma, Xiaolong Zou, Zhenxian Zhang, Qiang Li, Shouguang Sun, Yujie Wei

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  5. A Data-Driven Dual-Stage Framework Based on Physics-Guided Overlap and Adaptive Segmentation for Long-Term Dynamics Prediction

    SSRN Electronic Journal · 2025-01-01

    Wenbin Hu, Shaohua Wu, Xianjia Chen, Yuchong Guan, Tianxiang Hu, Yunlong Li

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  6. A Data-Driven Dual-Stage Framework Based on Physics-Guided Overlap and Adaptive Segmentation for Long-Term Dynamics Prediction

    SSRN Electronic Journal · 2025-01-01

    Wenbin Hu, Shaohua Wu, Xianjia Chen, Yuchong Guan, Tianxiang Hu, Yunlong Li

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  7. Machine learning revealed force-stress-fatigue damage correlation of high-speed train bogies

    Science China Physics Mechanics and Astronomy · 2025-09-09

    Zheng Yuan, Yan Wang, Pengyu Qi, Xianjia Chen, Yuqiong Li, Yi Yin, Qiang Li, Shouguang Sun, Yujie Wei

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  8. A hybrid deep learning model for cross-speed load prediction of structural components considering speed-sensitive characteristics

    SSRN Electronic Journal · 2026-01-01

    yiyue chen, Wengjing Wang, Ruiguo Yan, yi yin, guangqiang ren

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  9. Construction of load spectrum for pure electric bulldozers based on new K-ICPO clustering algorithm

    Measurement and Control · 2026-04-27

    Yajun Huang, Yue Wang, Wenbin Wang, Xiaoxiang Li, Wei Yan, Guoxiang Li

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  10. Integration of digital technologies and environmentally sustainable solutions for optimizing hydrocarbon transportation

    IOP Conference Series Earth and Environmental Science · 2026-05-01

    Валерій Олександрович Расцвєтаєв, Oleksandr Kamyshatskyi, Vitalii Petrenko, Oleh Dmytruk, Iryna Vashchenko

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  11. Efficient implementation of wheel-rail load excitation in high-speed railways

    International Journal of Mechanical Sciences · 2026-06-06

    Shaolei Wei, Hong Xiao, Hongyu Que, Yue Wang, Zhongxia Qian, Qiang Liu

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  12. Load prediction for high-speed train bogie frames under multiple speed conditions using a hybrid 1DCNN-LSTM model

    International Journal of Fatigue · 2026-07-01

    Yuehua Chen, Wenjing Wang, Ruiguo Yan, yi yin, guangqiang ren

    Read original paper ↗ ·
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