Scinovex
articleTop 1% cited

A point interpolation meshless method based on radial basis functions

International Journal for Numerical Methods in Engineering · 2002 · Vol. 54(11) · pp. 1623–1648
Jianguo WangG. R. Liu

Abstract

Abstract A point interpolation meshless method is proposed based on combining radial and polynomial basis functions. Involvement of radial basis functions overcomes possible singularity associated with the meshless methods based on only the polynomial basis. This non‐singularity is useful in constructing well‐performed shape functions. Furthermore, the interpolation function obtained passes through all scattered points in an influence domain and thus shape functions are of delta function property. This makes the implementation of essential boundary conditions much easier than the meshless methods based on the moving least‐squares approximation. In addition, the partial derivatives of shape functions are easily obtained, thus improving computational efficiency. Examples on curve/surface fittings and solid mechanics problems show that the accuracy and convergence rate of the present method is high. Copyright © 2002 John Wiley & Sons, Ltd.

Numerical methods in engineeringGeotechnical Engineering and Underground StructuresFluid Dynamics Simulations and InteractionsRadial basis functionInterpolation (computer graphics)Moving least squaresRegularized meshless methodBasis functionMathematicsPolynomial basisSingularitySingular boundary methodPolynomial
Citations
1,002
FWCI
30.19
field-weighted impact
References
33
Percentile
100%
vs. same field & year
Citations per year
References
Theory and applications of the multiquadric-biharmonic method 20 years of discovery 1968–1988
Computers & Mathematics with Applications · 1990 · 847 citations
Surfaces generated by moving least squares methods
Mathematics of Computation · 1981 · 2,456 citations
Theory of Elasticity (3rd ed.)
Journal of Applied Mechanics · 1970 · 3,979 citations
A FINITE POINT METHOD IN COMPUTATIONAL MECHANICS. APPLICATIONS TO CONVECTIVE TRANSPORT AND FLUID FLOW
International Journal for Numerical Methods in Engineering · 1996 · 809 citations
Scattered data interpolation: tests of some methods
Mathematics of Computation · 1982 · 1,901 citations
A numerical approach to the testing of the fission hypothesis
The Astronomical Journal · 1977 · 5,972 citations
Citation Network

How this paper connects to the literature. Drag to explore, click any node to open that paper.

A point interpolation meshless method based on radial basis functions · Scinovex