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Dixia Fan

Westlake University

Hangzhou, Zhejiang

China

  • Westlake University

SCHOLARLY PAPERS

3

DOWNLOADS

286

TOTAL CITATIONS

2

Scholarly Papers (3)

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1.

Deep Learning Vortex-Induced Vibrations: Time-Space Forecasting with Transformers

Number of pages: 14 Posted: 07 Dec 2024
Andreas Mentzelopoulos, Ioannis Papakalodoukas, Dixia Fan, Themistoklis Sapsis and Michael Triantafyllou
affiliation not provided to SSRN, National Technical University of Athens, Westlake University, Massachusetts Institute of Technology (MIT) and affiliation not provided to SSRN
Downloads 208 (369,861)
Citation 2

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Deep Learning, Transformers, Time-Series Forecasting, Vortex-Induced Vibrations, Multi-Frequency Vibrations

2.

Reconstructing Flexible Body Vortex-Induced Vibrations Using Machine-Vision and Predicting the Motions Using Semi-Empirical Models Informed with Transfer Learned Hydrodynamic Coefficients

Number of pages: 10 Posted: 15 Dec 2023
Andreas Mentzelopoulos, Emile Prele, Dixia Fan, Jose del Aguila Ferrandis, Themistoklis Sapsis and Michael Triantafyllou
affiliation not provided to SSRN, affiliation not provided to SSRN, Westlake University, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) and affiliation not provided to SSRN
Downloads 42 (1,157,785)

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flexible body vortex induced vibrations (VIV), added mass and lift coefficients, Machine Learning, machine vision, transfer learning, experimental data

3.

A Bio-Inspired Vortex Discovering Method: Insights Derived from Harbor Seal Whiskers

Number of pages: 14 Posted: 31 Oct 2025
Yuhan Wei, Xingfeng Xu, Chunning Ji and Dixia Fan
Tianjin University, Tianjin University, Tianjin University and Westlake University
Downloads 36 (1,236,159)

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Target tracking, autonomous underwater vehicles, bio-inspired vortex discovering, harbor seal whiskers, Deep reinforcement learning