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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2021-03-01
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Online Access: | https://doi.org/10.1038/s41598-021-83364-0 |
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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 |
work_keys_str_mv |
AT jakubslezak fromdiffusionincompartmentalizedmediatonongaussianrandomwalks AT stanislavburov fromdiffusionincompartmentalizedmediatonongaussianrandomwalks |
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