From diffusion in compartmentalized media to non-Gaussian random walks

Abstract In this work we establish a link between two different phenomena that were studied in a large and growing number of biological, composite and soft media: the diffusion in compartmentalized environment and the non-Gaussian diffusion that exhibits linear or power-law growth of the mean square...

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Main Authors: Jakub Ślęzak, Stanislav Burov
Format: Article
Language:English
Published: Nature Publishing Group 2021-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-83364-0
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spelling doaj-a39640d340fe46e9b86639fda9c1837a2021-03-11T12:25:26ZengNature Publishing GroupScientific Reports2045-23222021-03-0111111810.1038/s41598-021-83364-0From diffusion in compartmentalized media to non-Gaussian random walksJakub Ślęzak0Stanislav Burov1Physics Department, Bar-Ilan UniversityPhysics Department, Bar-Ilan UniversityAbstract In this work we establish a link between two different phenomena that were studied in a large and growing number of biological, composite and soft media: the diffusion in compartmentalized environment and the non-Gaussian diffusion that exhibits linear or power-law growth of the mean square displacement joined by the exponential shape of the positional probability density. We explore a microscopic model that gives rise to transient confinement, similar to the one observed for hop-diffusion on top of a cellular membrane. The compartmentalization of the media is achieved by introducing randomly placed, identical barriers. Using this model of a heterogeneous medium we derive a general class of random walks with simple jump rules that are dictated by the geometry of the compartments. Exponential decay of positional probability density is observed and we also quantify the significant decrease of the long time diffusion constant. Our results suggest that the observed exponential decay is a general feature of the transient regime in compartmentalized media.https://doi.org/10.1038/s41598-021-83364-0
collection DOAJ
language English
format Article
sources DOAJ
author Jakub Ślęzak
Stanislav Burov
spellingShingle Jakub Ślęzak
Stanislav Burov
From diffusion in compartmentalized media to non-Gaussian random walks
Scientific Reports
author_facet Jakub Ślęzak
Stanislav Burov
author_sort Jakub Ślęzak
title From diffusion in compartmentalized media to non-Gaussian random walks
title_short From diffusion in compartmentalized media to non-Gaussian random walks
title_full From diffusion in compartmentalized media to non-Gaussian random walks
title_fullStr From diffusion in compartmentalized media to non-Gaussian random walks
title_full_unstemmed From diffusion in compartmentalized media to non-Gaussian random walks
title_sort from diffusion in compartmentalized media to non-gaussian random walks
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-03-01
description Abstract In this work we establish a link between two different phenomena that were studied in a large and growing number of biological, composite and soft media: the diffusion in compartmentalized environment and the non-Gaussian diffusion that exhibits linear or power-law growth of the mean square displacement joined by the exponential shape of the positional probability density. We explore a microscopic model that gives rise to transient confinement, similar to the one observed for hop-diffusion on top of a cellular membrane. The compartmentalization of the media is achieved by introducing randomly placed, identical barriers. Using this model of a heterogeneous medium we derive a general class of random walks with simple jump rules that are dictated by the geometry of the compartments. Exponential decay of positional probability density is observed and we also quantify the significant decrease of the long time diffusion constant. Our results suggest that the observed exponential decay is a general feature of the transient regime in compartmentalized media.
url https://doi.org/10.1038/s41598-021-83364-0
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