可重构计算中离散元方法的高度并行分析与实现

Benjamin Carrión Schäfer, S. Quigley, A. Chan
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引用次数: 12

摘要

离散元法(DEM)是一种描述不连续体力学行为的数值模型。传统上,它被用于模拟颗粒流动(如沙子、糖),但作为一种表示固体材料的方法正变得越来越流行。DEM在计算上非常昂贵,但具有通过可重构计算使其易于加速的特性。本文描述了在FPGA上实现DEM的专用硬件架构的实现,与在快速微处理器上运行的优化软件版本相比,该架构能够提供约30倍的速度压缩。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis and implementation of the discrete element method using a dedicated highly parallel architecture in reconfigurable computing
The Discrete Element Method (DEM) is a numerical model to describe the mechanical behaviour of discontinuous bodies. It has been traditionally used to simulate particle flows (e.g. sand, sugar), but is becoming more popular as a method to represent solid materials. The DEM is very computationally expensive, but has properties that make it amenable to acceleration by reconfigurable computing. This paper describes the implementation of a dedicated hardware architecture for the DEM implemented on an FPGA, which is capable of giving a speed-zip of about 30 times compared to an optimised software version running on a fast microprocessor.
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