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

Masaki Morimoto, Kai Fukami, Kai Zhang, +2

Theoretical and Computational Fluid Dynamics

Fluid Flow AnalysisEffective MetamodelingConvolutional Neural NetworkEngineeringMachine Learning +6

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

Yue Kai, Shuangqing Chen, Bailin Zheng, +3

Chaos Solitons & Fractals

Numerical AnalysisNonlinear System IdentificationComplete Discrimination SystemNonlinear ControlEngineering +8

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, +3

Journal of Computational Physics

Pore StructureEngineeringTwo-phase DarcyFluid MechanicsFlow Physic +8

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

Lu Wang, Guangyan Liu, Wang Guanglun, +1

International Journal for Numerical Methods in Engineering

Numerical AnalysisEngineeringFracture OptimizationMultiscale MechanicsUnknown Boundary Conditions +19

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, +1

Journal of Alloys and Compounds

Materials EngineeringMaterials ScienceEngineeringOptical PropertiesApplied Physics +5

Node importance for dynamical process on networks: A multiscale characterization

Jie Zhang, Xiao-Ke Xu, Ping Li, +2

Chaos An Interdisciplinary Journal of Nonlinear Science

Network Theory (Electrical Engineering)EngineeringNetwork AnalysisKernel FunctionScale-free Network +17

A study of the shallow water waves with some Boussinesq-type equations

Yue Kai, Shuangqing Chen, Kai Zhang, +1

Waves in Random and Complex Media

Topological PropertiesComplete Discrimination SystemEngineeringNonlinear Wave PropagationPolynomial Method +9

Prussian Blue Nanozyme Normalizes Microenvironment to Delay Osteoporosis

Chenyi Ye, Wei Zhang, Yongzheng Zhao, +9

Advanced Healthcare Materials

PHEE: Identifying influential nodes in social networks with a phased evaluation-enhanced search

Enqiang Zhu, Haosen Wang, Yu Zhang, +2

Neurocomputing

Community StructureComputational Social SciencePhased Evaluation-enhanced SearchNetwork ScienceSocial Networks +13

Seeding the Kernels in graphs: toward multi-resolution community analysis

Jie Zhang, Kai Zhang, Xiao-ke Xu, +2

New Journal of Physics

Cluster ComputingEngineeringCommunity Detection SufferCommunity MiningNetwork Analysis +16