Linyang Zhu

Machine learning methods for turbulence modeling in subsonic flows around airfoils

Linyang Zhu, Weiwei Zhang, Jiaqing Kou et al. · Physics of Fluids · 2019 · 328 citations

Aeroacoustics, Unsteady Flow, Engineering +13

Fast aerodynamics prediction of laminar airfoils based on deep attention network

Kuijun Zuo, Zhengyin Ye, Weiwei Zhang et al. · Physics of Fluids · 2023 · 90 citations

Convolutional Neural Network, Deep Attention Network, Engineering +20

Turbulence closure for high Reynolds number airfoil flows by deep neural networks

Linyang Zhu, Weiwei Zhang, Xuxiang Sun et al. · Aerospace Science and Technology · 2020 · 85 citations

Unsteady Flow, Deep Neural Networks, Engineering +8

High Reynolds number airfoil turbulence modeling method based on machine learning technique

Xuxiang Sun, Wenbo Cao, Yilang Liu et al. · Computers & Fluids · 2021 · 30 citations

Aeronautics, Unsteady Flow, Engineering +6

Generalization enhancement of artificial neural network for turbulence closure by feature selection

Linyang Zhu, Weiwei Zhang, Guohua Tu · Advances in Aerodynamics · 2022 · 24 citations · Full text