A scalable parallel algorithm for large-scale reactive force-field molecular dynamics simulations

被引:75
作者
Nomura, Ken-ichi [1 ]
Kalia, Rajiv K. [1 ]
Nakano, Aiichiro [1 ]
Vashishta, Priya [1 ]
机构
[1] Univ So Calif, Dept Chem Engn & Mat Sci, Dept Phys & Astron, Dept Comp Sci, Los Angeles, CA 90089 USA
基金
美国国家科学基金会;
关键词
molecular dynamics; reactive force field; parallel computing;
D O I
10.1016/j.cpc.2007.08.014
中图分类号
TP39 [计算机的应用];
学科分类号
081203 [计算机应用技术]; 0835 [软件工程];
摘要
A scalable parallel algorithm has been designed to perform multimillion-atom molecular dynamics (MD) simulations, in which first principles-based reactive force fields (ReaxFF) describe chemical reactions. Environment-dependent bond orders associated with atomic pairs and their derivatives are reused extensively with the aid of linked-list cells to minimize the computation associated with atomic n-tuple interactions (n <= 4 explicitly and <= 6 due to chain-rule differentiation). These n-tuple computations are made modular, so that they can be reconfigured effectively with a multiple time-step integrator to further reduce the computation time. Atomic charges are updated dynamically with an electronegativity equalization method, by iteratively minimizing the electrostatic energy with the charge-neutrality constraint. The ReaxFF-MD simulation algorithm has been implemented on parallel computers based on a spatial decomposition scheme combined with distributed n-tuple data structures. The measured parallel efficiency of the parallel ReaxFF-MD algorithm is 0.998 on 131,072 IBM BlueGene/L processors for a 1.01 billion-atom RDX system. (C) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:73 / 87
页数:15
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