English

A hybrid RBF-FD and WLS mesh-free strong-form approximation method

Numerical Analysis 2022-03-07 v1 Numerical Analysis

Abstract

Since the advent of mesh-free methods as a tool for the numerical analysis of systems of Partial Differential Equations (PDEs), many variants of differential operator approximation have been proposed. In this work, we propose a local mesh-free strong-form method that combines the stability of Radial Basis Function-Generated Finite Differences (RBF-FD) with the computational effectiveness of Diffuse Approximation Method (DAM), forming a so-called hybrid method. To demonstrate the advantages of a hybrid method, we evaluate its computational complexity and accuracy of the obtained numerical solution by solving a two-dimensional Poisson problem with an exponentially strong source in the computational domain. Finally, we employ the hybrid method to solve a three-dimensional Boussinesq's problem on an isotropic half-space and show that the implementation overhead can be justified.

Keywords

Cite

@article{arxiv.2203.02178,
  title  = {A hybrid RBF-FD and WLS mesh-free strong-form approximation method},
  author = {Mitja Jančič and Gregor Kosec},
  journal= {arXiv preprint arXiv:2203.02178},
  year   = {2022}
}

Comments

Splitech 2022, Confernce paper

R2 v1 2026-06-24T10:01:50.369Z