Zhicheng Wang - RankMe

11 papers Journal 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Learning Turbulent Flows with Generative Models: Super-resolution, Forecasting, and Sparse Flow Reconstruction. CoRR Vivek Oommen, Siavash Khodakarami, Aniruddha Bora, Zhicheng Wang, George Em Karniadakis
2025	J	`jnl`	Learning and discovering multiple solutions using physics-informed neural networks with random initialization and deep ensemble. CoRR Zongren Zou, Zhicheng Wang, George Em Karniadakis
2024	J	`jnl`	A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks. CoRR Khemraj Shukla, Juan Diego Toscano, Zhicheng Wang, Zongren Zou, George Em Karniadakis
2024	J	`jnl`	NeuroSEM: A hybrid framework for simulating multiphysics problems by coupling PINNs and spectral elements. CoRR Khemraj Shukla, Zongren Zou, Chi Hin Chan, Additi Pandey, Zhicheng Wang, George Em Karniadakis
2023	J	`jnl`	Operator Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations Characterized by Sharp Solutions. CoRR Bin Lin, Zhiping Mao, Zhicheng Wang, George Em Karniadakis
2021	J	`jnl`	A phase-field method for boiling heat transfer. J. Comput. Phys. Zhicheng Wang, Xiaoning Zheng, Chryssostomos Chryssostomidis, George Em Karniadakis
2021	J	`jnl`	Active- and transfer-learning applied to microscale-macroscale coupling to simulate viscoelastic flows. J. Comput. Phys. Lifei Zhao, Zhen Li, Zhicheng Wang, Bruce Caswell, Jie Ouyang, George Em Karniadakis
2021	J	`jnl`	DeepM&Mnet: Inferring the electroconvection multiphysics fields based on operator approximation by neural networks. J. Comput. Phys. Shengze Cai, Zhicheng Wang, Lu Lu, Tamer A. Zaki, George Em Karniadakis
2021	J	`jnl`	Physics-informed neural networks (PINNs) for fluid mechanics: A review. CoRR Shengze Cai, Zhiping Mao, Zhicheng Wang, Minglang Yin, George Em Karniadakis
2019	J	`jnl`	A stabilized phase-field method for two-phase flow at high Reynolds number and large density/viscosity ratio. J. Comput. Phys. Zhicheng Wang, Suchuan Dong, Michael S. Triantafyllou, Yiannis Constantinides, George Em Karniadakis
2018	J	`jnl`	Deep Learning of Vortex Induced Vibrations. CoRR Maziar Raissi, Zhicheng Wang, Michael S. Triantafyllou, George E. Karniadakis