Parallel Scale-Transfer in Multiscale MD-FE Coupling Using Remote Memory Access

Dorian Krause, R. Krause
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引用次数: 2

Abstract

We present a novel remote memory access based approach to the parallelization of a coupled Molecular Dynamics-Finite Element (MD/FE) code and its implementation. Such multiscale simulation codes can be used for, e.g., the simulation of localized nonlinear phenomena as fracture in solids. Caused by the dynamic data distribution of MD codes this requires non-standard communication mechanisms. We investigate different implementation options for realizing the scale transfer between MD and FE in parallel. We present benchmark results obtained on three different parallel architectures which give interesting insights into the performance of our new approach. Additionally, we study the scaling of a full coupled code. To the best of our knowledge, these results are the first available scaling results for this kind of heterogeneous code.
基于远程存储器访问的多尺度MD-FE耦合中的并行尺度传输
提出了一种基于远程存储器访问的分子动力学-有限元(MD/FE)代码并行化方法及其实现方法。这种多尺度模拟代码可以用于,例如,局部非线性现象的模拟,如固体中的断裂。由于MD码的数据分布是动态的,这就需要非标准的通信机制。我们研究了在MD和FE之间并行实现规模转移的不同实现方案。我们给出了在三种不同的并行架构上获得的基准测试结果,这些结果为我们的新方法的性能提供了有趣的见解。此外,我们还研究了全耦合代码的尺度问题。据我们所知,这些结果是这种异构代码的第一个可用的缩放结果。
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