Simulating the Berezinskii-Kosterlitz-Thouless transition with the complex Langevin algorithm

Philipp Heinen, Thomas Gasenzer
{"title":"Simulating the Berezinskii-Kosterlitz-Thouless transition with the complex Langevin algorithm","authors":"Philipp Heinen, Thomas Gasenzer","doi":"10.1103/physreva.108.053311","DOIUrl":null,"url":null,"abstract":"Numerical simulations of the full quantum properties of interacting many-body systems by means of field-theoretic Monte Carlo techniques are often limited due to a sign problem. Here we simulate properties of a dilute two-dimensional Bose gas in the vicinity of the Berezinskii-Kosterlitz-Thouless (BKT) transition by means of the complex Langevin (CL) algorithm, thereby extending our previous CL study of the three-dimensional Bose gas to the lower-dimensional case. The purpose of the paper is twofold. On the one hand, it adds to benchmarking of the CL method and thus contributes to further exploring the range of applicability of the method. With the respective results, the universality of the equation of state is recovered, as well as the long-wave-length power-law dependence of the single-particle momentum spectrum below the BKT transition. Analysis of the rotational part of the current density corroborates vortex unbinding in crossing the transition. Beyond these measures of consistency we compute quantum corrections to the critical density and chemical potential in the weakly coupled regime. Our results show a shift of these quantities to lower values as compared to those obtained from classical field theory. It points in the opposite direction as compared to the shift of the critical density found by means of the path-integral Monte Carlo method at larger values of the coupling. Our simulations widen the perspective for precision comparisons with experiment.","PeriodicalId":20121,"journal":{"name":"Physical Review","volume":"12 3","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physical Review","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1103/physreva.108.053311","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Numerical simulations of the full quantum properties of interacting many-body systems by means of field-theoretic Monte Carlo techniques are often limited due to a sign problem. Here we simulate properties of a dilute two-dimensional Bose gas in the vicinity of the Berezinskii-Kosterlitz-Thouless (BKT) transition by means of the complex Langevin (CL) algorithm, thereby extending our previous CL study of the three-dimensional Bose gas to the lower-dimensional case. The purpose of the paper is twofold. On the one hand, it adds to benchmarking of the CL method and thus contributes to further exploring the range of applicability of the method. With the respective results, the universality of the equation of state is recovered, as well as the long-wave-length power-law dependence of the single-particle momentum spectrum below the BKT transition. Analysis of the rotational part of the current density corroborates vortex unbinding in crossing the transition. Beyond these measures of consistency we compute quantum corrections to the critical density and chemical potential in the weakly coupled regime. Our results show a shift of these quantities to lower values as compared to those obtained from classical field theory. It points in the opposite direction as compared to the shift of the critical density found by means of the path-integral Monte Carlo method at larger values of the coupling. Our simulations widen the perspective for precision comparisons with experiment.
用复朗格万算法模拟Berezinskii-Kosterlitz-Thouless转换
利用场论蒙特卡罗技术对相互作用的多体系统的全量子特性进行数值模拟常常受到符号问题的限制。在这里,我们利用复朗格万(CL)算法模拟了berezinski - kosterlitz - thouless (BKT)跃迁附近的稀释二维玻色气体的性质,从而将我们之前对三维玻色气体的CL研究扩展到低维情况。这篇论文的目的是双重的。一方面,它增加了CL方法的基准测试,从而有助于进一步探索该方法的适用范围。通过各自的结果,恢复了状态方程的普适性,以及BKT跃迁下单粒子动量谱的长波幂律依赖性。对电流密度旋转部分的分析证实了涡旋在穿越跃迁时的解除。除了这些一致性测量之外,我们还计算了弱耦合状态下临界密度和化学势的量子修正。我们的结果表明,与从经典场论得到的结果相比,这些量向更低的值转移。与路径积分蒙特卡罗方法在较大的耦合值下发现的临界密度的位移相比,它指向相反的方向。我们的模拟拓宽了与实验精度比较的视角。
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:481959085
Book学术官方微信