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首页> 外文期刊>Magnetics, IEEE Transactions on >A Fast Poisson Solver for 3-D Space Charge Calculations in a CPU+GPU Heterogeneous Routine
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A Fast Poisson Solver for 3-D Space Charge Calculations in a CPU+GPU Heterogeneous Routine

机译:在CPU + GPU异构例程中用于3-D空间电荷计算的快速泊松解算器

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摘要

Space charge calculations play a key role in beam dynamics studies for particle accelerators and various other physical and technical fields. The major work is to solve Poisson’s equation for numerous time steps. Therefore, it is important to solve Poisson’s equation in a short time. In this paper, we present a CPU+GPU-based heterogeneous parallel computation routine with the compute unified device architecture platform in a normal PC. The new framework benefits from a novel efficient discrete cosine transform study using the classical Hockney and Eastwood’s convolution routine rather than the former one with discrete Fourier transform. A model problem has been studied, which showed an efficiency improvement with the new heterogeneous routine.
机译:空间电荷计算在粒子加速器以及其他各种物理和技术领域的射束动力学研究中发挥着关键作用。主要工作是解决许多时间步长的泊松方程。因此,重要的是在短时间内解决泊松方程。在本文中,我们提出了一种基于CPU + GPU的异构并行计算例程,该例程具有在普通PC中的统一计算设备架构平台。新框架受益于一项新颖的有效离散余弦变换研究,该研究使用了经典的霍克尼和伊斯特伍德的卷积例程,而不是以前的离散傅里叶变换。研究了一个模型问题,该问题显示了使用新的异构例程的效率提高。

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