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Title:The use of the mesh free methods (radial basis functions) in the modeling of radionuclide migration and moving boundery value problems
Authors:ID Vrankar, Leopold (Author)
ID Runovc, Franc (Author)
ID Turk, Goran (Author)
ID Fakulteta za gradbeništvo, prometno inženirstvo in arhitekturo Univerze v Mariboru (Copyright holder)
Files:.pdf Acta_geotechnica_Slovenica_2007_Vrankar,_Runovc,_Turk_The_use_of_the_mesh_free_methods_(radial_basis_functions)_in_the_modeling_of_radio.pdf (214,16 KB)
MD5: 083AFF9673FD911EB2F5F526CEFAC4D6
PID: 20.500.12556/dkum/ac568e59-2960-4035-89ed-e43b21efa746
 
URL http://fgserver3.fg.um.si/journal-ags/2007-1/article-4.asp
 
Language:English
Work type:Scientific work
Typology:1.01 - Original Scientific Article
Organization:FGPA - Faculty of Civil Engineering, Transportation Engineering and Architecture
Abstract:Recently, the mesh free methods (radial basis functions-RBFs) have emerged as a novel computing method in the scientific and engineering computing community. The numerical solution of partial differential equations (PDEs) has been usually obtained by finite difference methods (FDM), finite element methods (FEM) and boundary elements methods (BEM). These conventional numerical methods still have some drawbacks. For example, the construction of the mesh in two or more dimensions is a nontrivial problem. Solving PDEs using radial basis function (RBF) collocations is an attractive alternative to these traditional methods because no tedious mesh generation is required. We compare the mesh free method, which uses radial basis functions, with the traditional finite difference scheme and analytical solutions. We will present some examples of using RBFs in geostatistical analysis of radionuclide migration modeling. The advection-dispersion equation will be used in the Eulerian and Lagrangian forms. Stefan's or moving boundary value problems will also be presented. The position of the moving boundary will be simulated by the moving data centers method and level set method.
Keywords:mesh free methods, radial basis functions, finite difference methods, finite elemnt methods, boundary elements methods, geostatistics, Eulerian method, Lagrangian method, level set method
Publication status:Published
Publication version:Version of Record
Year of publishing:2007
Number of pages:str. 42-53
Numbering:Letn. 4, št. 1
PID:20.500.12556/DKUM-70521 New window
ISSN:1854-0171
UDC:624.154
ISSN on article:1854-0171
COBISS.SI-ID:718175 New window
NUK URN:URN:SI:UM:DK:6IIBDPVN
Copyright:Fakulteta za gradbeništvo, prometno inženirstvo in arhitekturo Univerze v Mariboru
Publication date in DKUM:18.05.2018
Views:1197
Downloads:94
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Categories:Misc.
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Record is a part of a journal

Title:Acta geotechnica Slovenica
Shortened title:Acta geotech. Slov.
Publisher:Fakulteta za gradbeništvo, prometno inženirstvo in arhitekturo Univerze v Mariboru
ISSN:1854-0171
COBISS.SI-ID:215987712 New window

Secondary language

Language:Slovenian
Title:Uporaba brezmrežnih metod (radialnih baznih funkcij) za modeliranje migracije radionuklidov in problemov s spremljajočo se mejo
Abstract:Zadnje čase se, kot novejše računske metode, v znanstveni in inženirski skupnosti pojavljajo brezmrežne metode (radialne bazne funkcije). Numerično reševanje parcialnih diferencialnih enačb običajno poteka s pomočjo metode končnih diferenc, metode končnih elementov in metode robnih elementov. Te metode imajo še vedno nekaj pomanjkljivosti, in sicer npr. konstrukcija mreže v dveh ali treh prostorskih dimenzijah ni enostaven problem. Reševanje parcialnih diferencialnih enačb z uporabo radialne bazne kolokacije je primerna alternativa tradicionalnim numeričnim metodam, ker ne zahteva obsežnega generiranja mreže. Rezultati se bodo primerjali z rezultati dobljenimi s pomočjo metode končnih diferenc in analitičnih rešitev. Predstavili bomo nekaj primerov: najprej uporabo radialnih baznih funkcij v geostatistični analizi modeliranja migracije radionuklidov. Migracija radionuklidov se bo simulirala s pomočjo advekcijske-disperzijske enačbe, in sicer v Eulerjevi in Lagrangeovi obliki. V nadaljevanju bodo predstavljeni tudi Stefanovi problemi oz. problem primikajočih se meja (površin). Položaje primikajoče meje bomo simulirali s pomočjo metode primikajočih se centrov in nivojne metode.
Keywords:brezmrežne metode, radialne bazne funkcije, metoda končnih diferenc, metoda končnih elementov, metoda robnih elementov, geostatika, Euler, Lagrange, nivojna metoda


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  1. Acta geotechnica Slovenica

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