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 · 73 citations · Full text

Nonlinear System Identification, Reduced Order Modeling, Parametric Reduced-order Modelling +10

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 · 50 citations · Full text

Reduced Order Modeling, Deep Neural Networks, Engineering +13

EnKF data-driven reduced order assimilation system

Chen Liu, Rui Fu, Dunhui Xiao et al. · Engineering Analysis with Boundary Elements · 2022 · 34 citations

Reduced Order Modeling, Engineering, Computational Model +4

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 · 32 citations · Full text

Artificial Intelligence, Attention-bilstm Network, Engineering +22

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

Artificial Intelligence, Reduced Order Modeling, Convolutional Neural Network +18