用稀疏线性代数在并行计算机上求解量子力学中的一个三体问题

M. Baertschy, X. Li
{"title":"用稀疏线性代数在并行计算机上求解量子力学中的一个三体问题","authors":"M. Baertschy, X. Li","doi":"10.1145/582034.582081","DOIUrl":null,"url":null,"abstract":"A complete description of two outgoing electrons following an ionizing collision between a single electron and an atom or molecule has long stood as one of the unsolved fundamental problems in quantum collision theory. In this paper we describe our use of distributed memory parallel computers to calculate a fully converged wave function describing the electron-impact ionization of hydrogen. Our approach hinges on a transformation of the Schrödinger equation that simplifies the boundary conditions but requires solving very ill-conditioned systems of a few million complex, sparse linear equations. We developed a two-level iterative algorithm that requires repeated solution of sets of a few hundred thousand linear equations. These are solved directly by LU-factorization using a specially tuned, distributed memory parallel version of the sparse LU-factorization library Super-LU. In smaller cases, where direct solution is technically possible, our iterative algorithm still gives significant savings in time and memory despite lower megaflop rates.","PeriodicalId":325282,"journal":{"name":"ACM/IEEE SC 2001 Conference (SC'01)","volume":"92 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2001-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"14","resultStr":"{\"title\":\"Solution of a Three-Body Problem in Quantum Mechanics Using Sparse Linear Algebra on Parallel Computers\",\"authors\":\"M. Baertschy, X. Li\",\"doi\":\"10.1145/582034.582081\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A complete description of two outgoing electrons following an ionizing collision between a single electron and an atom or molecule has long stood as one of the unsolved fundamental problems in quantum collision theory. In this paper we describe our use of distributed memory parallel computers to calculate a fully converged wave function describing the electron-impact ionization of hydrogen. Our approach hinges on a transformation of the Schrödinger equation that simplifies the boundary conditions but requires solving very ill-conditioned systems of a few million complex, sparse linear equations. We developed a two-level iterative algorithm that requires repeated solution of sets of a few hundred thousand linear equations. These are solved directly by LU-factorization using a specially tuned, distributed memory parallel version of the sparse LU-factorization library Super-LU. In smaller cases, where direct solution is technically possible, our iterative algorithm still gives significant savings in time and memory despite lower megaflop rates.\",\"PeriodicalId\":325282,\"journal\":{\"name\":\"ACM/IEEE SC 2001 Conference (SC'01)\",\"volume\":\"92 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2001-11-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"14\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACM/IEEE SC 2001 Conference (SC'01)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/582034.582081\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACM/IEEE SC 2001 Conference (SC'01)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/582034.582081","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 14

摘要

一个电子与原子或分子发生电离碰撞后两个出射电子的完整描述一直是量子碰撞理论中未解决的基本问题之一。在本文中,我们描述了我们使用分布式存储并行计算机来计算描述氢的电子碰撞电离的完全收敛波函数。我们的方法依赖于Schrödinger方程的变换,该变换简化了边界条件,但需要求解由数百万个复杂的稀疏线性方程组成的非常病态的系统。我们开发了一种两级迭代算法,需要对几十万个线性方程的集合进行重复求解。这些问题可以通过使用Super-LU的一个经过特殊调整的分布式内存并行版本的稀疏lu分解库进行lu分解直接解决。在更小的情况下,直接解决方案在技术上是可能的,我们的迭代算法仍然可以节省大量的时间和内存,尽管速度更低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Solution of a Three-Body Problem in Quantum Mechanics Using Sparse Linear Algebra on Parallel Computers
A complete description of two outgoing electrons following an ionizing collision between a single electron and an atom or molecule has long stood as one of the unsolved fundamental problems in quantum collision theory. In this paper we describe our use of distributed memory parallel computers to calculate a fully converged wave function describing the electron-impact ionization of hydrogen. Our approach hinges on a transformation of the Schrödinger equation that simplifies the boundary conditions but requires solving very ill-conditioned systems of a few million complex, sparse linear equations. We developed a two-level iterative algorithm that requires repeated solution of sets of a few hundred thousand linear equations. These are solved directly by LU-factorization using a specially tuned, distributed memory parallel version of the sparse LU-factorization library Super-LU. In smaller cases, where direct solution is technically possible, our iterative algorithm still gives significant savings in time and memory despite lower megaflop rates.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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