On the acceleration of the numerical solution of partial differential equations using radial basis functions and graphics processing units

被引：1
|
作者：
Hutchcraft, W. Elliott [1 ]
Woolsey, Maxwell [1 ]
Gordon, Richard K. [1 ]
机构：
[1] Univ Mississippi, Dept Elect Engn, Univ Oxford, MS 38677 USA
来源：
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS | 2013年 / 26卷 / 04期
关键词：
graphics processing units; radial basis functions; partial differential equation techniques; meshless methods;
D O I：
10.1002/jnm.1837
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
General purpose computation on graphics processing units is becoming very important as a means for speeding up numerical computations. In this research, nVidia's Compute Unified Device Architecture (CUDA) language is used along with a graphics processing unit to accelerate the generation of the system matrix for the numerical solution of a partial differential equation employing radial basis functions. Details of the CUDA implementation as well as speedup curves using several different graphics processing units will be discussed. Copyright (c) 2012 John Wiley & Sons, Ltd.
引用
收藏
页码：415 / 423
页数：9
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