三维多相流模拟器的研究

Kenta Fujinami, Y. Yamaguchi, Akira Sugiura, Yuetsu Kodama
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引用次数: 0

摘要

本文提出了一种基于fpga的三维多相流模拟系统。在此实现中,选择非混相晶格-气体自动机(LGA)作为目标仿真模型。非混相LGA被归为元胞自动机(CA),是一种离散的动态模型。模拟盒由一组单元组成。盒子的结构决定了模拟行为的局限性,因此需要谨慎选择。另一方面,所有的晶格结构都应该按顺序分配,以便我们能够将LGA描述为模板计算。在这里,我们期望fpga有很大的可能性实现显着的加速。实验结果表明,具有面心超立方晶格结构的非混相LGA加速达到了两个数量级。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The study of three-dimensional multiphase-flow simulator
This paper presents an FPGA-based system that aims to perform three-dimensional multiphase-flow simulations. In this implementation, the immiscible lattice-gas automata (LGA) were selected as the target simulation model. The immiscible LGA are classified as the cellular automata (CA), which are a discrete dynamic model. The simulation box consists of an array of cells. The structure of the box should be chosen carefully since it decides the limitation of simulation behaviors. On the other hand, all the lattice structures should be allocated in order so that they enable us to describe the LGA as stencil computation. Here, we expect that the FPGAs have a great possibility in achieving dramatic speedup. Experimental result shows speedups that achieves two orders of magnitude in the immiscible LGA with the face-centred hyper cubic lattice structure.
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