开放第三方库在计算流体动力学涡旋粒子方法实现中的应用

I. Marchevsky, Yulia Izmailova, M. A. Erofeeva, D. Y. Kobzar
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引用次数: 0

摘要

讨论了实现计算流体动力学无网格拉格朗日方法的计算算法的最一般结构。不仅涉及主要过程,而且还涉及“辅助”过程,因此也同样重要,但实际上往往忽略了这些过程的实现。后者可能导致代码的显著不平衡和效率下降,其中“基本”计算操作被显著优化。本文讨论了作者的内部代码VM2D和VM3D,其开发在第一个(“探索”)阶段主要沿着选择和实现必要的数学模型的道路进行,并且通过“广泛”的方式确保实现可接受的效率-涉及大量计算资源(特别是图形加速器)。本文试图对使用现有的第三方库来执行计算几何运算、解决图形问题等的便利性做出结论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On open third-party libraries usage in implementation of vortex particle methods of computational fluid dynamics
The most general structure of a computational algorithm that implements meshless Lagrangian methods of computational fluid dynamics is discussed. Not only the main ones are touched upon, but also “auxiliary”, but therefore no less important procedures, which implementation is often practically ignored. The latter can lead to a significant imbalance and decrease in the efficiency of codes in which the “basic” computational operations are significantly optimized. The author's in-house codes VM2D and VM3D are discussed, the development of which at the first (“exploratory”) stage proceeded mainly along the path of choosing and implementing the necessary mathematical models, and the achievement of acceptable efficiency was ensured by an “extensive” way – involving significant computing resources (in particular, graphical accelerators). An attempt was made to make a conclusion about the expediency of using existing third-party libraries to perform computational geometry operations, solve problems on graphs, etc..
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