Xuxiang Sun

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

Turbulence Modeling via Data Assimilation and Machine Learning for Separated Flows over Airfoils

Xianglin Shan, Yilang Liu, Wenbo Cao et al. · AIAA Journal · 2023 · 44 citations

Numerical Analysis, Engineering, Machine Learning +23

A convolutional strategy on unstructured mesh for the adjoint vector modeling

Mengfei Xu, Shufang Song, Xuxiang Sun et al. · Physics of Fluids · 2021 · 35 citations

Numerical Analysis, Geometric Learning, Convolutional Neural Network +31

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

Machine learning for adjoint vector in aerodynamic shape optimization

Mengfei Xu, Shufang Song, Xuxiang Sun et al. · Acta Mechanica Sinica · 2021 · 22 citations

Model Optimization, Engineering, Machine Learning +4