Rui Fu

Physics-data combined machine learning for parametric reduced-order modelling of nonlinear dynamical systems in small-data regimes

Jinlong Fu, Dunhui Xiao, Rui Fu et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 81 citations · Full text

Natural Sciences, Mathematics, Physics +14

A non‐linear non‐intrusive reduced order model of fluid flow by auto‐encoder and self‐attention deep learning methods

Rui Fu, Dunhui Xiao, I. M. Navon et al. · International Journal for Numerical Methods in Engineering · 2023 · 59 citations · Full text

Computing, Computer Science, Physics +17

EnKF data-driven reduced order assimilation system

Chen Liu, Rui Fu, Dunhui Xiao et al. · Engineering Analysis with Boundary Elements · 2022 · 36 citations

Natural Sciences, Earth Sciences, Meteorology +10

A Ship Trajectory Prediction Model Based on Attention-BILSTM Optimized by the Whale Optimization Algorithm

Hongyu Jia, Yaoyu Yang, Jintang An et al. · Applied Sciences · 2023 · 33 citations · Full text

Engineering, Marine Engineering, Ocean Engineering +12

A data driven reduced order model of fluid flow by Auto-Encoder and self-attention deep learning methods

Rui Fu, Dunhui Xiao, I. M. Navon et al. · arXiv (Cornell University) · 2021 · 14 citations · Full text

Computing, Computer Science, Computational Fluid Dynamics +16