{"title":"非平衡集体动力学中相关性的热力学推断","authors":"Michalis Chatzittofi, Ramin Golestanian, Jaime Agudo-Canalejo","doi":"arxiv-2408.13026","DOIUrl":null,"url":null,"abstract":"The theory of stochastic thermodynamics has revealed many useful fluctuation\nrelations, with the thermodynamic uncertainty relation (TUR) being a theorem of\nmajor interest. When many nonequilibrium currents interact with each other, a\nnaive application of the TUR to an individual current can result in an apparent\nviolation of the TUR bound. Here, we explore how such an apparent violation can\nbe used to put a lower bound on the strength of correlations as well as the\nnumber of interacting currents in collective dynamics. Our proposed protocol\nallows for the inference of hidden correlations in experiment, for example when\na team of molecular motors pulls on the same cargo but only one or a subset of\nthem is fluorescently tagged. By solving analytically and numerically several\nmodels of many-body nonequilibrium dynamics, we ascertain under which\nconditions this strategy can be applied and the inferred bound on correlations\nbecomes tight.","PeriodicalId":501040,"journal":{"name":"arXiv - PHYS - Biological Physics","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Thermodynamic inference of correlations in nonequilibrium collective dynamics\",\"authors\":\"Michalis Chatzittofi, Ramin Golestanian, Jaime Agudo-Canalejo\",\"doi\":\"arxiv-2408.13026\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The theory of stochastic thermodynamics has revealed many useful fluctuation\\nrelations, with the thermodynamic uncertainty relation (TUR) being a theorem of\\nmajor interest. When many nonequilibrium currents interact with each other, a\\nnaive application of the TUR to an individual current can result in an apparent\\nviolation of the TUR bound. Here, we explore how such an apparent violation can\\nbe used to put a lower bound on the strength of correlations as well as the\\nnumber of interacting currents in collective dynamics. Our proposed protocol\\nallows for the inference of hidden correlations in experiment, for example when\\na team of molecular motors pulls on the same cargo but only one or a subset of\\nthem is fluorescently tagged. By solving analytically and numerically several\\nmodels of many-body nonequilibrium dynamics, we ascertain under which\\nconditions this strategy can be applied and the inferred bound on correlations\\nbecomes tight.\",\"PeriodicalId\":501040,\"journal\":{\"name\":\"arXiv - PHYS - Biological Physics\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-08-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Biological Physics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2408.13026\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Biological Physics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2408.13026","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Thermodynamic inference of correlations in nonequilibrium collective dynamics
The theory of stochastic thermodynamics has revealed many useful fluctuation
relations, with the thermodynamic uncertainty relation (TUR) being a theorem of
major interest. When many nonequilibrium currents interact with each other, a
naive application of the TUR to an individual current can result in an apparent
violation of the TUR bound. Here, we explore how such an apparent violation can
be used to put a lower bound on the strength of correlations as well as the
number of interacting currents in collective dynamics. Our proposed protocol
allows for the inference of hidden correlations in experiment, for example when
a team of molecular motors pulls on the same cargo but only one or a subset of
them is fluorescently tagged. By solving analytically and numerically several
models of many-body nonequilibrium dynamics, we ascertain under which
conditions this strategy can be applied and the inferred bound on correlations
becomes tight.