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First passage time distribution in heterogeneity controlled kinetics: going beyond the mean first passage time

The first passage is a generic concept for quantifying when a random quantity such as the position of a diffusing molecule or the value of a stock crosses a preset threshold (target) for the first time. The last decade saw an enlightening series of new results focusing mostly on the so-called mean a...

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Detalles Bibliográficos
Autores principales: Godec, Aljaž, Metzler, Ralf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4745057/
https://www.ncbi.nlm.nih.gov/pubmed/26852802
http://dx.doi.org/10.1038/srep20349
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author Godec, Aljaž
Metzler, Ralf
author_facet Godec, Aljaž
Metzler, Ralf
author_sort Godec, Aljaž
collection PubMed
description The first passage is a generic concept for quantifying when a random quantity such as the position of a diffusing molecule or the value of a stock crosses a preset threshold (target) for the first time. The last decade saw an enlightening series of new results focusing mostly on the so-called mean and global first passage time (MFPT and GFPT, respectively) of such processes. Here we push the understanding of first passage processes one step further. For a simple heterogeneous system we derive rigorously the complete distribution of first passage times (FPTs). Our results demonstrate that the typical FPT significantly differs from the MFPT, which corresponds to the long time behaviour of the FPT distribution. Conversely, the short time behaviour is shown to correspond to trajectories connecting directly from the initial value to the target. Remarkably, we reveal a previously overlooked third characteristic time scale of the first passage dynamics mirroring brief excursion away from the target.
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spelling pubmed-47450572016-02-16 First passage time distribution in heterogeneity controlled kinetics: going beyond the mean first passage time Godec, Aljaž Metzler, Ralf Sci Rep Article The first passage is a generic concept for quantifying when a random quantity such as the position of a diffusing molecule or the value of a stock crosses a preset threshold (target) for the first time. The last decade saw an enlightening series of new results focusing mostly on the so-called mean and global first passage time (MFPT and GFPT, respectively) of such processes. Here we push the understanding of first passage processes one step further. For a simple heterogeneous system we derive rigorously the complete distribution of first passage times (FPTs). Our results demonstrate that the typical FPT significantly differs from the MFPT, which corresponds to the long time behaviour of the FPT distribution. Conversely, the short time behaviour is shown to correspond to trajectories connecting directly from the initial value to the target. Remarkably, we reveal a previously overlooked third characteristic time scale of the first passage dynamics mirroring brief excursion away from the target. Nature Publishing Group 2016-02-08 /pmc/articles/PMC4745057/ /pubmed/26852802 http://dx.doi.org/10.1038/srep20349 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Godec, Aljaž
Metzler, Ralf
First passage time distribution in heterogeneity controlled kinetics: going beyond the mean first passage time
title First passage time distribution in heterogeneity controlled kinetics: going beyond the mean first passage time
title_full First passage time distribution in heterogeneity controlled kinetics: going beyond the mean first passage time
title_fullStr First passage time distribution in heterogeneity controlled kinetics: going beyond the mean first passage time
title_full_unstemmed First passage time distribution in heterogeneity controlled kinetics: going beyond the mean first passage time
title_short First passage time distribution in heterogeneity controlled kinetics: going beyond the mean first passage time
title_sort first passage time distribution in heterogeneity controlled kinetics: going beyond the mean first passage time
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4745057/
https://www.ncbi.nlm.nih.gov/pubmed/26852802
http://dx.doi.org/10.1038/srep20349
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