Some properties on the reversibility and the linear response theory of Langevin dynamics
Linear response theory is a fundamental framework studying the macroscopic response of a physical system to an external perturbation. This paper focuses on the rigorous mathematical justification of linear response theory for Langevin dynamics. We give some equivalent characterizations for reversibl...
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creator | Gao, Yuan Liu, Jian-Guo Liu, Zibu |
description | Linear response theory is a fundamental framework studying the macroscopic
response of a physical system to an external perturbation. This paper focuses
on the rigorous mathematical justification of linear response theory for
Langevin dynamics. We give some equivalent characterizations for reversible
overdamped/underdamped Langevin dynamics, which is the unperturbed reference
system. Then we clarify sufficient conditions for the smoothness and
exponential convergence to the invariant measure for the overdamped case. We
also clarify those sufficient conditions for the underdamped case, which
corresponds to hypoellipticity and hypocoercivity. Based on these, the
asymptotic dependence of the response function on the small perturbation is
proved in both finite and infinite time horizons. As applications, Green-Kubo
relations and linear response theory for a generalized Langevin dynamics are
also proved in a rigorous fashion. |
doi_str_mv | 10.48550/arxiv.2408.13600 |
format | Article |
fullrecord | <record><control><sourceid>arxiv_GOX</sourceid><recordid>TN_cdi_arxiv_primary_2408_13600</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2408_13600</sourcerecordid><originalsourceid>FETCH-arxiv_primary_2408_136003</originalsourceid><addsrcrecordid>eNqFjrsOgkAQRbexMOoHWDk_IC4Cht5oLOy0sCOjDDoJ-8gsIe7fK8Te6ibnnuIotUx1kpdFoTcob-6Tba7LJM12Wk_V7eIMgRfnSTqmAM5C9yIQ6kkC37nlLgLaeqQtW0L5nsE7G2hgTiK4Bs5on9SzhTpaNPwIczVpsA20-O1MrY6H6_60HhsqL2xQYjW0VGNL9t_4AIAHQDo</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Some properties on the reversibility and the linear response theory of Langevin dynamics</title><source>arXiv.org</source><creator>Gao, Yuan ; Liu, Jian-Guo ; Liu, Zibu</creator><creatorcontrib>Gao, Yuan ; Liu, Jian-Guo ; Liu, Zibu</creatorcontrib><description>Linear response theory is a fundamental framework studying the macroscopic
response of a physical system to an external perturbation. This paper focuses
on the rigorous mathematical justification of linear response theory for
Langevin dynamics. We give some equivalent characterizations for reversible
overdamped/underdamped Langevin dynamics, which is the unperturbed reference
system. Then we clarify sufficient conditions for the smoothness and
exponential convergence to the invariant measure for the overdamped case. We
also clarify those sufficient conditions for the underdamped case, which
corresponds to hypoellipticity and hypocoercivity. Based on these, the
asymptotic dependence of the response function on the small perturbation is
proved in both finite and infinite time horizons. As applications, Green-Kubo
relations and linear response theory for a generalized Langevin dynamics are
also proved in a rigorous fashion.</description><identifier>DOI: 10.48550/arxiv.2408.13600</identifier><language>eng</language><subject>Mathematics - Analysis of PDEs ; Mathematics - Probability</subject><creationdate>2024-08</creationdate><rights>http://arxiv.org/licenses/nonexclusive-distrib/1.0</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>228,230,776,881</link.rule.ids><linktorsrc>$$Uhttps://arxiv.org/abs/2408.13600$$EView_record_in_Cornell_University$$FView_record_in_$$GCornell_University$$Hfree_for_read</linktorsrc><backlink>$$Uhttps://doi.org/10.48550/arXiv.2408.13600$$DView paper in arXiv$$Hfree_for_read</backlink></links><search><creatorcontrib>Gao, Yuan</creatorcontrib><creatorcontrib>Liu, Jian-Guo</creatorcontrib><creatorcontrib>Liu, Zibu</creatorcontrib><title>Some properties on the reversibility and the linear response theory of Langevin dynamics</title><description>Linear response theory is a fundamental framework studying the macroscopic
response of a physical system to an external perturbation. This paper focuses
on the rigorous mathematical justification of linear response theory for
Langevin dynamics. We give some equivalent characterizations for reversible
overdamped/underdamped Langevin dynamics, which is the unperturbed reference
system. Then we clarify sufficient conditions for the smoothness and
exponential convergence to the invariant measure for the overdamped case. We
also clarify those sufficient conditions for the underdamped case, which
corresponds to hypoellipticity and hypocoercivity. Based on these, the
asymptotic dependence of the response function on the small perturbation is
proved in both finite and infinite time horizons. As applications, Green-Kubo
relations and linear response theory for a generalized Langevin dynamics are
also proved in a rigorous fashion.</description><subject>Mathematics - Analysis of PDEs</subject><subject>Mathematics - Probability</subject><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>GOX</sourceid><recordid>eNqFjrsOgkAQRbexMOoHWDk_IC4Cht5oLOy0sCOjDDoJ-8gsIe7fK8Te6ibnnuIotUx1kpdFoTcob-6Tba7LJM12Wk_V7eIMgRfnSTqmAM5C9yIQ6kkC37nlLgLaeqQtW0L5nsE7G2hgTiK4Bs5on9SzhTpaNPwIczVpsA20-O1MrY6H6_60HhsqL2xQYjW0VGNL9t_4AIAHQDo</recordid><startdate>20240824</startdate><enddate>20240824</enddate><creator>Gao, Yuan</creator><creator>Liu, Jian-Guo</creator><creator>Liu, Zibu</creator><scope>AKZ</scope><scope>GOX</scope></search><sort><creationdate>20240824</creationdate><title>Some properties on the reversibility and the linear response theory of Langevin dynamics</title><author>Gao, Yuan ; Liu, Jian-Guo ; Liu, Zibu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-arxiv_primary_2408_136003</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Mathematics - Analysis of PDEs</topic><topic>Mathematics - Probability</topic><toplevel>online_resources</toplevel><creatorcontrib>Gao, Yuan</creatorcontrib><creatorcontrib>Liu, Jian-Guo</creatorcontrib><creatorcontrib>Liu, Zibu</creatorcontrib><collection>arXiv Mathematics</collection><collection>arXiv.org</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Gao, Yuan</au><au>Liu, Jian-Guo</au><au>Liu, Zibu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Some properties on the reversibility and the linear response theory of Langevin dynamics</atitle><date>2024-08-24</date><risdate>2024</risdate><abstract>Linear response theory is a fundamental framework studying the macroscopic
response of a physical system to an external perturbation. This paper focuses
on the rigorous mathematical justification of linear response theory for
Langevin dynamics. We give some equivalent characterizations for reversible
overdamped/underdamped Langevin dynamics, which is the unperturbed reference
system. Then we clarify sufficient conditions for the smoothness and
exponential convergence to the invariant measure for the overdamped case. We
also clarify those sufficient conditions for the underdamped case, which
corresponds to hypoellipticity and hypocoercivity. Based on these, the
asymptotic dependence of the response function on the small perturbation is
proved in both finite and infinite time horizons. As applications, Green-Kubo
relations and linear response theory for a generalized Langevin dynamics are
also proved in a rigorous fashion.</abstract><doi>10.48550/arxiv.2408.13600</doi><oa>free_for_read</oa></addata></record> |
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subjects | Mathematics - Analysis of PDEs Mathematics - Probability |
title | Some properties on the reversibility and the linear response theory of Langevin dynamics |
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