HIGH ORDER SEMI-LAGRANGIAN PARTICLE METHODS FOR TRANSPORT EQUATIONS: NUMERICAL ANALYSIS AND IMPLEMENTATION ISSUES

被引:42
作者
Cottet, G. -H. [1 ,2 ]
Etancelin, J. -M. [1 ,2 ]
Perignon, F. [1 ,2 ]
Picard, C. [1 ,2 ]
机构
[1] Univ Grenoble Alpes, F-38041 Grenoble 9, France
[2] CNRS, Lab Jean Kuntzmann, F-38041 Grenoble 9, France
来源
ESAIM-MATHEMATICAL MODELLING AND NUMERICAL ANALYSIS-MODELISATION MATHEMATIQUE ET ANALYSE NUMERIQUE | 2014年 / 48卷 / 04期
关键词
Advection equations; particle methods; semi-Lagrangian methods; GPU computing; FINITE-DIFFERENCE; VORTEX METHODS; SIMULATIONS; FLOW; ADVECTION;
D O I
10.1051/m2an/2014009
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper is devoted to the definition, analysis and implementation of semi-Lagrangian methods as they result from particle methods combined with remeshing. We give a complete consistency analysis of these methods, based on the regularity and momentum properties of the remeshing kernels, and a stability analysis of a large class of second and fourth order methods. This analysis is supplemented by numerical illustrations. We also describe a general approach to implement these methods in the context of hybrid computing and investigate their performance on GPU processors as a function of their order of accuracy.
引用
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页码:1029 / 1060
页数:32
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