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基于GPU并行算法的水动力数学模型建立及其效率分析

Release Time:2023-10-30  Hits:

Date of Publication: 2022-10-10

Journal: 大连理工大学学报

Institution: 电子信息与电气工程学部

Issue: 2

Page Number: 204-209

ISSN: 1000-8608

Abstract: Unstructured grid has been widely used to establish hydrodynamic models.To rapidly get the calculation results without a cluster when the number of computational grids is too large,a high-performance computing technology which is based on GPU (graphic processing unit),is adopted to design a parallel algorithm and establish a 2D unstructured grid hydrodynamic model on CUDA (compute unified device architecture ) development platform. Through the comparisons to the computational efficiency of a cluster and the Graphic Card of GTX460,the advantages of GPU method are confirmed:the speedup ratio can reach more than 10 times and maintain a high growth as the increase of the number of computational grids.It is suitable for the numerical simulation of large-domain hydrodynamic models.

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