Miao Zhang

Flow field prediction of supercritical airfoils via variational autoencoder based deep learning framework

Jing Wang, Cheng He, Runze Li et al. · Physics of Fluids · 2021 · 108 citations

Geometric Learning, Convolutional Neural Network, Engineering +20

An inverse design method for supercritical airfoil based on conditional generative models

Jing Wang, Runze Li, Cheng He et al. · Chinese Journal of Aeronautics · 2021 · 77 citations · Full text

Aeroacoustics, Engineering, Machine Learning +20

An enhanced hybrid deep neural network reduced-order model for transonic buffet flow prediction

Ziyang Liu, Renkun Han, Miao Zhang et al. · Aerospace Science and Technology · 2022 · 42 citations

Reduced Order Modeling, Engineering, Machine Learning +5

Prediction of transonic flow over supercritical airfoils using geometric-encoding and deep-learning strategies

Zhiwen Deng, Jing Wang, Hongsheng Liu et al. · Physics of Fluids · 2023 · 42 citations

Deep neural network based reduced-order model for fluid–structure interaction system

Renkun Han, Yixing Wang, Weiqi Qian et al. · Physics of Fluids · 2022 · 37 citations

Reduced Order Modeling, Fluid Evolution, Engineering +15