January 10, 2025
Hossein Hosseinzadeh

Hossein Hosseinzadeh

Academic Rank: Assistant professor
Address:
Degree: Ph.D in mathematic
Phone: 09171743770
Faculty: Faculty of Intelligent Systems and Data Science

Research

Title Radial boundary elements method, a new approach on using radial basis functions to solve partial differential equations, efficiently
Type Article
Keywords
Partial differential equations Boundary elements method Radial basis functions Singular integrals Radial BEM
Journal APPLIED MATHEMATICS AND COMPUTATION
DOI https://doi.org/10.1016/j.amc.2024.129252
Researchers Hossein Hosseinzadeh (First researcher) , zeinab Sedaghatjoo (Second researcher)

Abstract

Conventionally, piecewise polynomials have been used in the boundary element method (BEM) to approximate unknown boundary values. However, since ifinitely smooth radial basis functions (RBFs) are more stable and accurate than the polynomials for high dimensional domains, this paper proposes approximating the unknown values using RBFs. This new formulation is called the radial BEM. To calculate the singular boundary integrals in the radial BEM, the authors propose a new distribution of boundary source points that removes the singularity from the integrals. This allows the boundary integrals to be precisely calculated using the standard Gaussian quadrature rule with 16 quadrature nodes. Several numerical examples are presented to evaluate the efficiency of the radial BEM compared to standard BEM and RBF collocation method for solving partial differential equations (PDEs). The analytical and numerical studies demonstrate that the radial BEM is a superior version of BEM that will significantly enhance the application of BEM and RBFs in solving PDEs.