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An GPU accelerated finite difference method for heat transfer simulation

An GPU accelerated finite difference method for heat transfer simulation
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摘要 The heat transfer mathematic models are widely used in iron and steel industry area. Many computational models that represent this physical process is based on finite difference methods. The simulation of these phenomena demands a high computa- tional cost. In this paper we employ GPU for the development of algorithm for a two-dimensional heat transfer problem with f'mite difference methods. The performance evaluation has been made and the comparison between CPU and GPU were discussed. The experimental result shows that GPU can solve this problem more efficiently when we need to divide calculation material into a large number of meshes. The heat transfer mathematic models are widely used in iron and steel industry area. Many computational models that represent this physical process is based on finite difference methods. The simulation of these phenomena demands a high computa- tional cost. In this paper we employ GPU for the development of algorithm for a two-dimensional heat transfer problem with f'mite difference methods. The performance evaluation has been made and the comparison between CPU and GPU were discussed. The experimental result shows that GPU can solve this problem more efficiently when we need to divide calculation material into a large number of meshes.
出处 《Computer Aided Drafting,Design and Manufacturing》 2013年第1期27-31,共5页 计算机辅助绘图设计与制造(英文版)
关键词 Finite difference methods GPU Heat transfer OPENCL Finite difference methods GPU Heat transfer OpenCL
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