Changdong Zheng

From active learning to deep reinforcement learning: Intelligent active flow control in suppressing vortex-induced vibration

Changdong Zheng, Tingwei Ji, Fangfang Xie et al. · Physics of Fluids · 2021 · 89 citations

Engineering, Computer Science, Actuators +16

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

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

Deep Reinforcement Learning: A New Beacon for Intelligent Active Flow Control

Fangfang Xie, Changdong Zheng, Tingwei Ji et al. · Aerospace Research Communications · 2023 · 19 citations · Full text

Computing, Computer Science, Mechanical Engineering +9