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Parallel atomistic simulations

机译:并行原子模拟

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Algorithms developed to enable the use of atomistic molecular simulation methods with parallel computers are reviewed Methods appropriate for bonded as well as non-bonded (and charged) interactions are included. While strategies for obtaining parallel molecular simulations have been developed for the full variety of atomistic simulation methods, molecular dynamics and Monte Carlo have received the most attention. Three main types of parallel molecular dynamics simulations have been developed, the replicated data decomposition, the spatial decomposition, and the force decomposition. For Monte Carlo simulations parallel algorithms have been developed which can be divided into two categories, those which require a modified Markov chain and those which do not. Parallel algorithms developed for other simulation methods such as Gibbs ensemble Monte Carlo. grand canonical molecular dynamics, and Monte Carlo methods for protein structure determination are also reviewed and issues such as how to measure parallel efficiency, especially in the case of parallel Monte Carlo algorithms with modified Markov chains are discussed.
机译:审查了允许在并行计算机上使用原子分子模拟方法的算法,其中包括适用于键合和非键合(和带电)相互作用的方法。虽然已经为各种原子模拟方法开发了获得平行分子模拟的策略,但分子动力学和蒙特卡洛方法受到了最多的关注。已经开发出三种主要类型的平行分子动力学模拟,即复制数据分解,空间分解和力分解。对于蒙特卡洛模拟,已经开发了并行算法,可以将其分为两类,即需要修改的马尔可夫链的算法和不需要的算法。为其他仿真方法(如Gibbs合奏Monte Carlo)开发的并行算法。还回顾了经典的分子动力学,以及确定蛋白质结构的蒙特卡洛方法,并讨论了如何测量平行效率等问题,尤其是在使用改进的马尔可夫链的并行蒙特卡洛算法的情况下。

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