Jiang-Zhou Peng

Time-variant prediction of flow over an airfoil using deep neural network

Jiang-Zhou Peng, Siheng Chen, Nadine Aubry et al. · Physics of Fluids · 2020 · 61 citations

Convolutional Neural Network, Engineering, Machine Learning +21

Unsteady reduced-order model of flow over cylinders based on convolutional and deconvolutional neural network structure

Jiang-Zhou Peng, Siheng Chen, Nadine Aubry et al. · Physics of Fluids · 2020 · 59 citations

Unsteady Reduced-order Model, Aeroacoustics, Reduced Order Modeling +22

Physics-informed graph convolutional neural network for modeling fluid flow and heat convection

Jiang-Zhou Peng, Yue Hua, Yu-Bai Li et al. · Physics of Fluids · 2023 · 53 citations

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +19

Data-driven modeling of geometry-adaptive steady heat conduction based on convolutional neural networks

Jiang-Zhou Peng, Xianglei Liu, Nadine Aubry et al. · Case Studies in Thermal Engineering · 2021 · 45 citations · Full text

Physics-informed graph convolutional neural network for modeling geometry-adaptive steady-state natural convection

Jiang-Zhou Peng, Nadine Aubry, Yubai Li et al. · International Journal of Heat and Mass Transfer · 2023 · 44 citations

Geometric Learning, Engineering, Deep Learning +5