Zhi-hua Chen

Grid adaptive reduced-order model of fluid flow based on graph convolutional neural network

Siheng Chen, Jiang-Zhou Peng, N. Aubry, 2022, Physics of Fluids.

Guidance law based on deep Q network algorithm

Zhi-hua Chen, Wei-Tao Wu, Xian-jun He, 2022, Journal of Physics: Conference Series.

Closed-loop forced heat convection control using deep reinforcement learning

Zhi Zhou, Yi-Zhe Wang, Zhi-hua Chen, 2023, International Journal of Heat and Mass Transfer.

Prediction of internal and external flow with sparse convolution neural network: A computationally effective reduced-order model

Siheng Chen, Jiang-Zhou Peng, N. Aubry, 2023, Physics of Fluids.

Deep reinforcement learning based synthetic jet control on disturbed flow over airfoil

N. Aubry, Yi-Zhe Wang, Zhi-hua Chen, 2022, Physics of Fluids.

Reduced order modelling of natural convection of nanofluids in horizontal annular pipes based on deep learning

Jiang-Zhou Peng, Qiang Zhao, Chang-Hao Yu, 2022, International Communications in Heat and Mass Transfer.