Parallel Implementation Of Finite Element Codes Using CUDA

碩士 === 國立中正大學 === 應用數學研究所 === 100 === The purpose of this work is to study the performance of parallel computation of Finite Element Method using the NVIDIA's CUDA. The numerical experiments are performed only on the stiffness matrix using the conjugate gradient method. In addition, the general...

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Main Authors: Huang, Shi-Lun, 黃士綸
Other Authors: CHEN, Tsu-Fen
Format: Others
Language:en_US
Published: 2012
Online Access:http://ndltd.ncl.edu.tw/handle/12869409771252157321
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spelling ndltd-TW-100CCU005070072015-10-13T21:01:54Z http://ndltd.ncl.edu.tw/handle/12869409771252157321 Parallel Implementation Of Finite Element Codes Using CUDA Huang, Shi-Lun 黃士綸 碩士 國立中正大學 應用數學研究所 100 The purpose of this work is to study the performance of parallel computation of Finite Element Method using the NVIDIA's CUDA. The numerical experiments are performed only on the stiffness matrix using the conjugate gradient method. In addition, the generalized minimal residual method is considered to solve the Stokes problem using both PETSc and CUDA. The speed up related to the data size will be demonstrated. Future improvements of the parallel computations will also be addressed. CHEN, Tsu-Fen 陳慈芬 2012 學位論文 ; thesis 74 en_US
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language en_US
format Others
sources NDLTD
description 碩士 === 國立中正大學 === 應用數學研究所 === 100 === The purpose of this work is to study the performance of parallel computation of Finite Element Method using the NVIDIA's CUDA. The numerical experiments are performed only on the stiffness matrix using the conjugate gradient method. In addition, the generalized minimal residual method is considered to solve the Stokes problem using both PETSc and CUDA. The speed up related to the data size will be demonstrated. Future improvements of the parallel computations will also be addressed.
author2 CHEN, Tsu-Fen
author_facet CHEN, Tsu-Fen
Huang, Shi-Lun
黃士綸
author Huang, Shi-Lun
黃士綸
spellingShingle Huang, Shi-Lun
黃士綸
Parallel Implementation Of Finite Element Codes Using CUDA
author_sort Huang, Shi-Lun
title Parallel Implementation Of Finite Element Codes Using CUDA
title_short Parallel Implementation Of Finite Element Codes Using CUDA
title_full Parallel Implementation Of Finite Element Codes Using CUDA
title_fullStr Parallel Implementation Of Finite Element Codes Using CUDA
title_full_unstemmed Parallel Implementation Of Finite Element Codes Using CUDA
title_sort parallel implementation of finite element codes using cuda
publishDate 2012
url http://ndltd.ncl.edu.tw/handle/12869409771252157321
work_keys_str_mv AT huangshilun parallelimplementationoffiniteelementcodesusingcuda
AT huángshìlún parallelimplementationoffiniteelementcodesusingcuda
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