Xinshuai Zhang

Unsteady flow prediction from sparse measurements by compressed sensing reduced order modeling

Xinshuai Zhang, Tingwei Ji, Fangfang Xie et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 65 citations

Engineering, Computational Engineering, Physics +15

Data-driven nonlinear reduced-order modeling of unsteady fluid–structure interactions

Xinshuai Zhang, Tingwei Ji, Fangfang Xie et al. · Physics of Fluids · 2022 · 45 citations

Engineering, Computational Engineering, Mechanical Engineering +17

Data-efficient deep reinforcement learning with expert demonstration for active flow control

Changdong Zheng, Fangfang Xie, Tingwei Ji et al. · Physics of Fluids · 2022 · 27 citations

Engineering, Mechanical Engineering, Computational Fluid Dynamics +16

Multi-fidelity Bayesian neural networks for aerodynamic data fusion with heterogeneous uncertainties

Fangfang Xie, Xinshuai Zhang, Shihao Wu et al. · Computer Methods in Applied Mechanics and Engineering · 2024 · 25 citations

Computing, Aerospace Engineering, Computational Engineering +16

Fast transonic flow prediction enables efficient aerodynamic design

Hongjie Zhou, Fangfang Xie, Tingwei Ji et al. · Physics of Fluids · 2023 · 24 citations

Engineering, Aerospace Engineering, Computer Science +17