Analyzing <scp>3D</scp> Steady Variable Coefficients Convection–Diffusion‐Reaction Equations via a Hybrid Element‐Free Galerkin Method

ABSTRACT This study introduces a hybrid element‐free Galerkin (HEFG) method to analyze the 3D steady convection–diffusion‐reaction equation. By introducing the dimension‐splitting method, the governing equation can be split into 2D form in each layer. The 2D form can be solved using the improved element‐free Galerkin (IEFG) method with improved moving least‐squares (IMLS) approximation as shape function, and discretized equations of 2D form are derived. The finite difference method (FDM) is selected to handle first‐ and second‐order derivatives in the splitting direction. Thus, new 2D discretized equations in each plane are derived, and the final solved equation of the original 3D problem is obtained by coupling these 2D discretized equations. In numerical examples, we study the astringency of the HEFG method by examining the impact of layer and node on relative errors, and the computing time and accuracy of numerical solutions are compared with the dimension‐coupling method (DCM), IEFG method, and exact one. The HEFG method can significantly reduce the calculation times of the IEFG method. Compared with the DCM, the advantage of the proposed method is its shorter computing time when dealing with essential boundaries in a splitting direction.

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Publication Details

Journal
International Journal for Numerical Methods in Fluids
Published
2025-02-23
DOI
https://doi.org/10.1002/fld.5386
Citations
1
Primary Topic
Numerical methods in engineering
Type
article
Field-Weighted Citation Impact
0.86

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article

Analyzing 3D Steady Variable Coefficients Convection–Diffusion‐Reaction Equations via a Hybrid Element‐Free Galerkin Method

Heng Cheng, Yichen Yang, Jiao Zhang, Fengbin Liu
1 citations
International Journal for Numerical Methods in Fluids
Numerical methods in engineering
0.86
article

Analyzing 3D Steady Variable Coefficients Convection–Diffusion‐Reaction Equations via a Hybrid Element‐Free Galerkin Method

Heng Cheng, Yichen Yang, Jiao Zhang, Fengbin Liu
article en
1 citations

Abstract

ABSTRACT This study introduces a hybrid element‐free Galerkin (HEFG) method to analyze the 3D steady convection–diffusion‐reaction equation. By introducing the dimension‐splitting method, the governing equation can be split into 2D form in each layer. The 2D form can be solved using the improved element‐free Galerkin (IEFG) method with improved moving least‐squares (IMLS) approximation as shape function, and discretized equations of 2D form are derived. The finite difference method (FDM) is selected to handle first‐ and second‐order derivatives in the splitting direction. Thus, new 2D discretized equations in each plane are derived, and the final solved equation of the original 3D problem is obtained by coupling these 2D discretized equations. In numerical examples, we study the astringency of the HEFG method by examining the impact of layer and node on relative errors, and the computing time and accuracy of numerical solutions are compared with the dimension‐coupling method (DCM), IEFG method, and exact one. The HEFG method can significantly reduce the calculation times of the IEFG method. Compared with the DCM, the advantage of the proposed method is its shorter computing time when dealing with essential boundaries in a splitting direction.

International Journal for Numerical Methods in FluidsVol. 97(6)
Taiyuan University of Science and Technology (CN), Taiyuan University of Technology (CN)
Natural Science Foundation for Young Scientists of Shanxi Province
Openalex Percentile: Top 34%
Numerical methods in engineering
0.86
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Analyzing <scp>3D</scp> Steady Variable Coefficients Convection–Diffusion‐Reaction Equations via a Hybrid Element‐Free Galerkin Method — Heng Cheng, Yichen Yang, et al. · International Journal for Numerical Methods in Fluids (2025) | TGRS Research Map | TGRS