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Everlasting impact of initial perturbations on first-passage times of non-Markovian random walks

Persistence, defined as the probability that a signal has not reached a threshold up to a given observation time, plays a crucial role in the theory of random processes. Often, persistence decays algebraically with time with non trivial exponents. However, general analytical methods to calculate per...

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Autores principales: Levernier, N., Mendes, T. V., Bénichou, O., Voituriez, R., Guérin, T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463153/
https://www.ncbi.nlm.nih.gov/pubmed/36085151
http://dx.doi.org/10.1038/s41467-022-32280-6
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author Levernier, N.
Mendes, T. V.
Bénichou, O.
Voituriez, R.
Guérin, T.
author_facet Levernier, N.
Mendes, T. V.
Bénichou, O.
Voituriez, R.
Guérin, T.
author_sort Levernier, N.
collection PubMed
description Persistence, defined as the probability that a signal has not reached a threshold up to a given observation time, plays a crucial role in the theory of random processes. Often, persistence decays algebraically with time with non trivial exponents. However, general analytical methods to calculate persistence exponents cannot be applied to the ubiquitous case of non-Markovian systems relaxing transiently after an imposed initial perturbation. Here, we introduce a theoretical framework that enables the non-perturbative determination of persistence exponents of Gaussian non-Markovian processes with non stationary dynamics relaxing to a steady state after an initial perturbation. Two situations are analyzed: either the system is subjected to a temperature quench at initial time, or its past trajectory is assumed to have been observed and thus known. Our theory covers the case of spatial dimension higher than one, opening the way to characterize non-trivial reaction kinetics for complex systems with non-equilibrium initial conditions.
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spelling pubmed-94631532022-09-11 Everlasting impact of initial perturbations on first-passage times of non-Markovian random walks Levernier, N. Mendes, T. V. Bénichou, O. Voituriez, R. Guérin, T. Nat Commun Article Persistence, defined as the probability that a signal has not reached a threshold up to a given observation time, plays a crucial role in the theory of random processes. Often, persistence decays algebraically with time with non trivial exponents. However, general analytical methods to calculate persistence exponents cannot be applied to the ubiquitous case of non-Markovian systems relaxing transiently after an imposed initial perturbation. Here, we introduce a theoretical framework that enables the non-perturbative determination of persistence exponents of Gaussian non-Markovian processes with non stationary dynamics relaxing to a steady state after an initial perturbation. Two situations are analyzed: either the system is subjected to a temperature quench at initial time, or its past trajectory is assumed to have been observed and thus known. Our theory covers the case of spatial dimension higher than one, opening the way to characterize non-trivial reaction kinetics for complex systems with non-equilibrium initial conditions. Nature Publishing Group UK 2022-09-09 /pmc/articles/PMC9463153/ /pubmed/36085151 http://dx.doi.org/10.1038/s41467-022-32280-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Levernier, N.
Mendes, T. V.
Bénichou, O.
Voituriez, R.
Guérin, T.
Everlasting impact of initial perturbations on first-passage times of non-Markovian random walks
title Everlasting impact of initial perturbations on first-passage times of non-Markovian random walks
title_full Everlasting impact of initial perturbations on first-passage times of non-Markovian random walks
title_fullStr Everlasting impact of initial perturbations on first-passage times of non-Markovian random walks
title_full_unstemmed Everlasting impact of initial perturbations on first-passage times of non-Markovian random walks
title_short Everlasting impact of initial perturbations on first-passage times of non-Markovian random walks
title_sort everlasting impact of initial perturbations on first-passage times of non-markovian random walks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463153/
https://www.ncbi.nlm.nih.gov/pubmed/36085151
http://dx.doi.org/10.1038/s41467-022-32280-6
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