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MiMiC: A High-Performance Framework for Multiscale Molecular Dynamics Simulations

The Journal of Chemical Physics(2024)

Ecole Polytech Fed Lausanne | Tech Univ Denmark DTU | Computational Biomedicine | CINECA | Univ Michigan | Univ Ferrara Unife

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Abstract
MiMiC is a framework for performing multiscale simulations in which loosely coupled external programs describe individual subsystems at different resolutions and levels of theory. To make it highly efficient and flexible, we adopt an interoperable approach based on a multiple-program multiple-data (MPMD) paradigm, serving as an intermediary responsible for fast data exchange and interactions between the subsystems. The main goal of MiMiC is to avoid interfering with the underlying parallelization of the external programs, including the operability on hybrid architectures (e.g., CPU/GPU), and keep their setup and execution as close as possible to the original. At the moment, MiMiC offers an efficient implementation of electrostatic embedding quantum mechanics/molecular mechanics (QM/MM) that has demonstrated unprecedented parallel scaling in simulations of large biomolecules using CPMD and GROMACS as QM and MM engines, respectively. However, as it is designed for high flexibility with general multiscale models in mind, it can be straightforwardly extended beyond QM/MM. In this article, we illustrate the software design and the features of the framework, which make it a compelling choice for multiscale simulations in the upcoming era of exascale high-performance computing.
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要点】:MiMiC是一个高效的用于多尺度分子动力学模拟的框架,通过采用模块化设计,实现了不同子系统在不同分辨率和理论水平上的模拟,并保持与外部程序的松散耦合,其创新点在于采用了多程序多数据范式,保证了数据快速交换和子系统间的高效交互。

方法】:MiMiC通过一种可互操作的方法实现,该方法基于多程序多数据范式,作为快速数据交换和子系统间交互的中介。

实验】:研究通过展示MiMiC在电静电嵌入量子力学/分子力学(QM/MM)模拟中的高效实现,证明了其在大型生物分子模拟中的前所未有的并行扩展能力。实验使用了CPMD和GROMACS作为量子力学和分子力学的引擎,分别处理量子子和分子子系统。此外,文章还说明了软件的设计和框架特点,表明其适用于未来高性能计算时代的多尺度模拟。