A meshless technique based on integrated radial basis function networks for elliptic partial differential equations
Paper
Paper/Presentation Title | A meshless technique based on integrated radial basis function networks for elliptic partial differential equations |
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Presentation Type | Paper |
Authors | Mai-Duy, N. (Author) and Tran-Cong, T. (Author) |
Editors | Griebel, Michael and Schweitzer, Marc Alexander |
Journal or Proceedings Title | Lecture Notes in Computational Science and Engineering (Book series) |
Journal Citation | 65, pp. 141-155 |
Number of Pages | 15 |
Year | 2008 |
Place of Publication | Berlin, Germany |
ISBN | 9783540799931 |
Digital Object Identifier (DOI) | https://doi.org/10.1007/978-3-540-79994-8_9 |
Web Address (URL) of Paper | http://www.springer.com/math/cse/book/978-3-540-79993-1 |
Conference/Event | 4th International Workshop on Meshfree Methods for Partial Differential Equations |
Event Details | 4th International Workshop on Meshfree Methods for Partial Differential Equations Event Date 17 to end of 20 Sep 2007 Event Location Bonn, Germany |
Abstract | This paper presents a meshless technique based on radial basis function networks (RBFNs) for solving Dirichlet boundary value problems governed by the Poisson and biharmonic equations. The technique employs integrated RBFNs (IRBFNs) to approximate the field variable and point collocation to discretize the PDE. The boundary conditions are incorporated into IRBFNs via integration constants, which occurs prior to the transformation of the |
Keywords | radial basis functions; meshless discretization; integral collocation formulation |
ANZSRC Field of Research 2020 | 490303. Numerical solution of differential and integral equations |
401204. Computational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics) | |
490406. Lie groups, harmonic and Fourier analysis | |
Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
Byline Affiliations | Department of Mechanical and Mechatronic Engineering |
Series | Lecture Notes in Computational Science and Engineering |
Book Title | Meshfree Methods for Partial Differential Equations IV |
https://research.usq.edu.au/item/9yx3z/a-meshless-technique-based-on-integrated-radial-basis-function-networks-for-elliptic-partial-differential-equations
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