Jiaqi Liu

Deep-learning-based aerodynamic shape optimization of rotor airfoils to suppress dynamic stall

Jiaqi Liu, Rongqian Chen, Jinhua Lou et al. · Aerospace Science and Technology · 2023 · 45 citations

Aeronautics, Engineering, Rotor Airfoils +6

Aerodynamic optimization of airfoil based on deep reinforcement learning

Jinhua Lou, Rongqian Chen, Jiaqi Liu et al. · Physics of Fluids · 2023 · 27 citations

Artificial Intelligence, Model Optimization, Aeronautics +14

Numerical investigation of dynamic stall suppression of rotor airfoil via improved co-flow jet

Jiaqi Liu, Rongqian Chen, Yancheng You et al. · Chinese Journal of Aeronautics · 2021 · 24 citations · Full text

Aeroacoustics, Flow Control Methods, Unsteady Flow +15

Study on Dynamic Stall Control of Rotor Airfoil Based on Coflow Jet

Jiaqi Liu, Rongqian Chen, Ruofan Qiu et al. · International Journal of Aerospace Engineering · 2020 · 21 citations · Full text

Aeroacoustics, Flow Control, Engineering +17

Airfoils optimization based on deep reinforcement learning to improve the aerodynamic performance of rotors

Jiaqi Liu, Rongqian Chen, Jinhua Lou et al. · Aerospace Science and Technology · 2023 · 21 citations

Aeronautics, Evolving Neural Network, Engineering +7