Zhicheng Wang

Reinforcement learning for bluff body active flow control in experiments and simulations

Liu Yang, Michael S Triantafyllou, George Em Karniadakis, 2020, Proceedings of the National Academy of Sciences.

Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps

Michael K. Ng, Lianru Gao, Bing Zhang, 2020, Remote. Sens..

A phase-field method for boiling heat transfer

George Em Karniadakis, Chryssostomos Chryssostomidis, Zhicheng Wang, 2021, J. Comput. Phys..

DeepM&Mnet: Inferring the electroconvection multiphysics fields based on operator approximation by neural networks

George Em Karniadakis, Shengze Cai, Tamer A Zaki, 2021, J. Comput. Phys..

Physics-informed neural networks with hard constraints for inverse design

Steven G. Johnson, Francesc Verdugo, Zhicheng Wang, 2021, SIAM J. Sci. Comput..

Active- and transfer-learning applied to microscale-macroscale coupling to simulate viscoelastic flows

George Em Karniadakis, Jie Ouyang, Lifei Zhao, 2021, J. Comput. Phys..

Physics-informed neural networks (PINNs) for fluid mechanics: a review pdf

Minglang Yin, George Em Karniadakis, Shengze Cai, 2021, Acta Mechanica Sinica.