2013AIJ Journal of Technology and DesignOpen access

ACCELERATION OF FINITE ELEMENT COMPUTATION FOR SEISMIC WAVE PROPAGATION USING GRAPHICS PROCESSING UNIT

K. Wada, Shoichi NAKAI, Toru Sekiguchi

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Abstract

This study investigates the possibility of acceleration of finite element method (FEM) using graphics processing unit (GPU). GPU is a cluster of processors specialized for image processing. In recent years, GPU’s computing power for simple calculation becomes higher than CPU’s. The use of GPU is quite common in finite difference analysis. Application of GPU to FEM, however, is considered difficult from the viewpoint of large amount of memory access. In this study, an attempt is made to introduce GPU computing to FEM in terms of frequency response analysis of two-dimensional wave propagation problem.

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What this paper is about

This study investigates the possibility of acceleration of finite element method (FEM) using graphics processing unit (GPU). GPU is a cluster of processors specialized for image processing. In recent years, GPU’s computing power for simple calculation becomes higher than CPU’s. The use of GPU is quite common in finite difference analysis. Application of GPU to FEM, however, is considered difficult from the viewpoint of large amount of memory access. In this study, an attempt is made to introduce GPU computing to FEM in terms of frequency response analysis of two-dimensional wave propagation problem.

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Available abstract

This study investigates the possibility of acceleration of finite element method (FEM) using graphics processing unit (GPU). GPU is a cluster of processors specialized for image processing. In recent years, GPU’s computing power for simple calculation becomes higher than CPU’s. The use of GPU is quite common in finite difference analysis. Application of GPU to FEM, however, is considered difficult from the viewpoint of large amount of memory access. In this study, an attempt is made to introduce GPU computing to FEM in terms of frequency response analysis of two-dimensional wave propagation problem.

Key concepts: Graphics processing unit, Finite element method, Computer science, Computational science, Acceleration, Graphics, Computation, Central processing unit

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