Scalable Atomistic Simulation Algorithms for Materials Research

A. Nakano, R. Kalia, P. Vashishta, T. Campbell, S. Ogata, F. Shimojo, S. Saini
{"title":"Scalable Atomistic Simulation Algorithms for Materials Research","authors":"A. Nakano, R. Kalia, P. Vashishta, T. Campbell, S. Ogata, F. Shimojo, S. Saini","doi":"10.1145/582034.582035","DOIUrl":null,"url":null,"abstract":"A suite of scalable atomistic simulation programs has been developed for materials research based on space-time multiresolution algorithms. Design and analysis of parallel algorithms are presented for molecular dynamics (MD) simulations and quantum-mechanical (QM) calculations based on the density functional theory. Performance tests have been carried out on 1,088-processor Cray T3E and 1,280-processor IBM SP3 computers. The linear-scaling algorithms have enabled 6.44-billion-atom MD and 111,000-atom QM calculations on 1,024 SP3 processors with parallel efficiency well over 90%. The production-quality programs also feature wavelet-based computational-space decomposition for adaptive load balancing, spacefilling-curve-based adaptive data compression with user-defined error bound for scalable I/O, and octree-based fast visibility culling for immersive and interactive visualization of massive simulation data.","PeriodicalId":325282,"journal":{"name":"ACM/IEEE SC 2001 Conference (SC'01)","volume":"90 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2001-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"53","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACM/IEEE SC 2001 Conference (SC'01)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/582034.582035","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 53

Abstract

A suite of scalable atomistic simulation programs has been developed for materials research based on space-time multiresolution algorithms. Design and analysis of parallel algorithms are presented for molecular dynamics (MD) simulations and quantum-mechanical (QM) calculations based on the density functional theory. Performance tests have been carried out on 1,088-processor Cray T3E and 1,280-processor IBM SP3 computers. The linear-scaling algorithms have enabled 6.44-billion-atom MD and 111,000-atom QM calculations on 1,024 SP3 processors with parallel efficiency well over 90%. The production-quality programs also feature wavelet-based computational-space decomposition for adaptive load balancing, spacefilling-curve-based adaptive data compression with user-defined error bound for scalable I/O, and octree-based fast visibility culling for immersive and interactive visualization of massive simulation data.
材料研究中的可扩展原子模拟算法
开发了一套基于时空多分辨率算法的可扩展原子模拟程序,用于材料研究。提出了基于密度泛函理论的分子动力学模拟和量子力学计算并行算法的设计与分析。在1088个处理器的Cray T3E和1280个处理器的IBM SP3计算机上进行了性能测试。线性缩放算法在1024个SP3处理器上实现了64.4亿个原子的MD和111000个原子的QM计算,并行效率超过90%。生产质量的程序还具有基于小波的计算空间分解,用于自适应负载平衡,基于空间填充曲线的自适应数据压缩,具有用户定义的可扩展I/O错误边界,以及基于八叉树的快速可见性剔除,用于沉浸式和交互式的大规模仿真数据可视化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信