Kai Zhang

Convolutional neural networks for fluid flow analysis: toward effective metamodeling and low dimensionalization

Masaki Morimoto, Kai Fukami, Kai Zhang et al. · Theoretical and Computational Fluid Dynamics · 2021 · 123 citations · Full text

Fluid Flow Analysis, Effective Metamodeling, Convolutional Neural Network +8

Qualitative and quantitative analysis of nonlinear dynamics by the complete discrimination system for polynomial method

Yue Kai, Shuangqing Chen, Bailin Zheng et al. · Chaos Solitons & Fractals · 2020 · 97 citations

Numerical Analysis, Nonlinear System Identification, Complete Discrimination System +10

A physics-informed convolutional neural network for the simulation and prediction of two-phase Darcy flows in heterogeneous porous media

Zhao Zhang, Yan Xia, Piyang Liu et al. · Journal of Computational Physics · 2023 · 86 citations

Pore Structure, Engineering, Two-phase Darcy +10

<scp>M‐PINN</scp>: A mesh‐based physics‐informed neural network for linear elastic problems in solid mechanics

Lu Wang, Guangyan Liu, Wang Guanglun et al. · International Journal for Numerical Methods in Engineering · 2024 · 79 citations

Numerical Analysis, Engineering, Fracture Optimization +21

Co-precipitation synthesis and luminescence behavior of Ce-doped yttrium aluminum garnet (YAG:Ce) phosphor: The effect of precipitant

Kai Zhang, Hezhou Liu, Yating Wu et al. · Journal of Alloys and Compounds · 2006 · 70 citations

Materials Engineering, Materials Science, Engineering +7