A divide-and-conquer/cellular-decomposition framework for million-to-billion atom simulations of chemical reactions

被引:85
作者
Nakano, Aiichiro [1 ]
Kalia, Rajiv K.
Nomura, Ken-ichi
Sharma, Ashish
Vashishta, Priya
Shimojo, Fuyuki
van Duin, Adri C. T.
Goddard, William A.
Biswas, Rupak
Srivastava, Deepak
机构
[1] Univ So Calif, Dept Phys & Astron, Dept Comp Sci, Collaborat Adv Comp & Simulat,Dept Chem Engn & Ma, Los Angeles, CA 90089 USA
[2] Kumamoto Univ, Dept Phys, Kumamoto 8608555, Japan
[3] CALTECH, Mat & Proc Simulat Ctr, Div Chem & Chem Engn, Pasadena, CA 91125 USA
[4] NASA, Ames Res Ctr, NASA Adv Supercomp, Moffett Field, CA 94035 USA
基金
美国国家科学基金会;
关键词
molecular dynamics; reactive force field; quantum mechanics; density functional theory; parallel computing;
D O I
10.1016/j.commatsci.2006.04.012
中图分类号
T [工业技术];
学科分类号
08 [工学];
摘要
To enable large-scale atomistic simulations of material processes involving chemical reactions, we have designed linear-scaling molecular dynamics (MD) algorithms based on an embedded divide-and-conquer (EDC) framework: first principles-based fast reactive force-field (F-ReaxFF) MD; and quantum-mechanical MD in the framework of the density functional theory (DFT) on adaptive multigrids. To map these O(N) algorithms onto parallel computers with deep memory hierarchies, we have developed a tunable hierarchical cellular-decomposition (THCD) framework, which achieves performance tunability through a hierarchy of parameterized cell data/computation structures and adaptive load balancing through wavelet-based computational-space decomposition. Benchmark tests on 1920 Itanium2 processors of the NASA Columbia supercomputer have achieved unprecedented scales of quantum-mechanically accurate and well validated, chemically reactive atomistic simulations-0.56 billion-atom F-ReaxFF MD and 1.4 million-atom (0.12 trillion grid points) EDC-DFT MD-in addition to 18.9 billion-atom non reactive space-time multiresolution MD. The EDC and THCD frameworks expose maximal data localities, and consequently the isogranular parallel efficiency on 1920 processors is as high as 0.953. Chemically reactive MD simulations have been applied to shock-initiated detonation of energetic materials and stress-induced bond breaking in ceramics in corrosive environments. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:642 / 652
页数:11
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