ACCELERATION OF FINITE ELEMENT COMPUTATION FOR SEISMIC WAVE PROPAGATION USING GRAPHICS PROCESSING UNIT
K. Wada, Shoichi NAKAI, Toru Sekiguchi
Abstract
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K. Wada, Shoichi NAKAI, Toru Sekiguchi
Abstract
Open-access reader
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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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