Indirect RBFN method with scattered points for numerical solution of PDEs
Article
Article Title | Indirect RBFN method with scattered points for numerical solution of PDEs |
---|---|
ERA Journal ID | 3460 |
Article Category | Article |
Authors | |
Author | Mai-Duy, Nam |
Journal Title | CMES Computer Modeling in Engineering and Sciences |
Journal Citation | 6 (2), pp. 209-226 |
Number of Pages | 18 |
Year | 2004 |
Place of Publication | USA |
ISSN | 1526-1492 |
1526-1506 | |
Web Address (URL) | http://www.techscience.com/cmes/ |
Abstract | This paper is concerned with the use of the indirect radial basis function network (RBFN) method in solving partial differential equations (PDEs) with scattered points. Indirect RBFNs (Mai-Duy and Tran-Cong, 2001a), which are based on an integration process, are employed to approximate the solution of PDEs via point collocation mechanism in the set of randomly distributed points. The method is tested with the solution of Poisson's equations and the Navier-Stokes equations (Boussinesq material). Good results are obtained using relatively low numbers of data points. For example, the natural convection flow in a |
Keywords | partial differential equations; indirect RBFN; point collocation |
ANZSRC Field of Research 2020 | 401706. Numerical modelling and mechanical characterisation |
Byline Affiliations | University of Sydney |
https://research.usq.edu.au/item/9z9xw/indirect-rbfn-method-with-scattered-points-for-numerical-solution-of-pdes
Download files
1869
total views285
total downloads2
views this month5
downloads this month