研究论文
A hybrid POD-LSTM framework for efficient vortex-induced vibration prediction in marine risers via multi-fidelity data fusion
Kang Lu, Zheng Zeng, Sheng Zhou, Xiong Xiong, Rongchun Hu, Zichen Deng
Northwestern Polytechnical University
来源Ocean Engineering
年份2026
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逐年被引趋势
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2
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7.03
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学科主题
物理Model Reduction and Neural Networks
Fluid Dynamics and Vibration Analysis · Structural Health Monitoring Techniques
参考文献 33
Chaotic response is a generic feature of vortex-induced vibrations of flexible risers
被引 88Yahya Modarres‐Sadeghi, Filippos Chasparis, Michael S. Triantafyllou · Journal of Sound and Vibration · 2011
Vortex-induced vibration on a two-dimensional circular cylinder with low Reynolds number and low mass-damping parameter
被引 48Juan B. V. Wanderley, Luiz F. N. Soares · Ocean Engineering · 2015
Multi-mode interactions in vortex-induced vibrations of flexible curved/straight structures with geometric nonlinearities
被引 110Narakorn Srinil · Journal of Fluids and Structures · 2010
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引用本文 2
Data-driven prediction of VIV via POD-Informer with transfer learning and finite-domain vorticity-moment theory
被引 0Qingyang Li, Peng-Nan Sun, Tian-Yu Gao · Ocean Engineering · 2026
Stress field reconstruction of a floating nuclear power plant sparse sensing using a physics-informed gated spatial graph transformer
被引 0Weizhe Ren, Xiaolong Qiu, Jin Zhou · Ocean Engineering · 2026
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