Percolation transition for random forests in $d\geqslant 3$

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-05-15 DOI:10.1007/s00222-024-01263-3
Roland Bauerschmidt, Nicholas Crawford, Tyler Helmuth
{"title":"Percolation transition for random forests in $d\\geqslant 3$","authors":"Roland Bauerschmidt, Nicholas Crawford, Tyler Helmuth","doi":"10.1007/s00222-024-01263-3","DOIUrl":null,"url":null,"abstract":"<p>The arboreal gas is the probability measure on (unrooted spanning) forests of a graph in which each forest is weighted by a factor <span>\\(\\beta &gt;0\\)</span> per edge. It arises as the <span>\\(q\\to 0\\)</span> limit of the <span>\\(q\\)</span>-state random cluster model with <span>\\(p=\\beta q\\)</span>. We prove that in dimensions <span>\\(d\\geqslant 3\\)</span> the arboreal gas undergoes a percolation phase transition. This contrasts with the case of <span>\\(d=2\\)</span> where no percolation transition occurs.</p><p>The starting point for our analysis is an exact relationship between the arboreal gas and a non-linear sigma model with target space the fermionic hyperbolic plane <span>\\(\\mathbb{H}^{0|2}\\)</span>. This latter model can be thought of as the 0-state Potts model, with the arboreal gas being its random cluster representation. Unlike the standard Potts models, the <span>\\(\\mathbb{H}^{0|2}\\)</span> model has continuous symmetries. By combining a renormalisation group analysis with Ward identities we prove that this symmetry is spontaneously broken at low temperatures. In terms of the arboreal gas, this symmetry breaking translates into the existence of infinite trees in the thermodynamic limit. Our analysis also establishes massless free field correlations at low temperatures and the existence of a macroscopic tree on finite tori.</p>","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.1007/s00222-024-01263-3","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
引用次数: 0

Abstract

The arboreal gas is the probability measure on (unrooted spanning) forests of a graph in which each forest is weighted by a factor \(\beta >0\) per edge. It arises as the \(q\to 0\) limit of the \(q\)-state random cluster model with \(p=\beta q\). We prove that in dimensions \(d\geqslant 3\) the arboreal gas undergoes a percolation phase transition. This contrasts with the case of \(d=2\) where no percolation transition occurs.

The starting point for our analysis is an exact relationship between the arboreal gas and a non-linear sigma model with target space the fermionic hyperbolic plane \(\mathbb{H}^{0|2}\). This latter model can be thought of as the 0-state Potts model, with the arboreal gas being its random cluster representation. Unlike the standard Potts models, the \(\mathbb{H}^{0|2}\) model has continuous symmetries. By combining a renormalisation group analysis with Ward identities we prove that this symmetry is spontaneously broken at low temperatures. In terms of the arboreal gas, this symmetry breaking translates into the existence of infinite trees in the thermodynamic limit. Our analysis also establishes massless free field correlations at low temperatures and the existence of a macroscopic tree on finite tori.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
随机森林在$d\geqslant 3$中的渗透过渡
arboreal气体是一个图中(无根跨度)森林的概率度量,在这个图中,每个森林的每条边都被一个因子(\beta >0\)加权。它是\(p=\beta q\) 状态随机簇模型的\(q\to 0\) 极限。我们证明,在(d/geqslant 3)维度上,树栖气体会发生渗滤相变。我们分析的出发点是arboreal气体与目标空间为费米双曲面的非线性西格玛模型之间的精确关系。后一种模型可以看作是 0 状态的波茨模型,树状气体是它的随机簇表示。与标准波茨模型不同,(\mathbb{H}^{0|2}\)模型具有连续对称性。通过将重正化群分析与沃德特性相结合,我们证明了这一对称性在低温下被自发打破。就树状气体而言,这种对称性破缺转化为热力学极限下无限树的存在。我们的分析还建立了低温下的无质量自由场关联以及有限环上宏观树的存在。
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 去求助
来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
期刊最新文献
A Systematic Review of Sleep Disturbance in Idiopathic Intracranial Hypertension. Advancing Patient Education in Idiopathic Intracranial Hypertension: The Promise of Large Language Models. Anti-Myelin-Associated Glycoprotein Neuropathy: Recent Developments. Approach to Managing the Initial Presentation of Multiple Sclerosis: A Worldwide Practice Survey. Association Between LACE+ Index Risk Category and 90-Day Mortality After Stroke.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1