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Random walk with barriers

Restrictions to molecular motion by barriers (membranes) are ubiquitous in porous media, composite materials and biological tissues. A major challenge is to characterize the microstructure of a material or an organism nondestructively using a bulk transport measurement. Here we demonstrate how the l...

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Detalles Bibliográficos
Autores principales: Novikov, Dmitry S., Fieremans, Els, Jensen, Jens H., Helpern, Joseph A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3114643/
https://www.ncbi.nlm.nih.gov/pubmed/21686083
http://dx.doi.org/10.1038/nphys1936
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author Novikov, Dmitry S.
Fieremans, Els
Jensen, Jens H.
Helpern, Joseph A.
author_facet Novikov, Dmitry S.
Fieremans, Els
Jensen, Jens H.
Helpern, Joseph A.
author_sort Novikov, Dmitry S.
collection PubMed
description Restrictions to molecular motion by barriers (membranes) are ubiquitous in porous media, composite materials and biological tissues. A major challenge is to characterize the microstructure of a material or an organism nondestructively using a bulk transport measurement. Here we demonstrate how the long-range structural correlations introduced by permeable membranes give rise to distinct features of transport. We consider Brownian motion restricted by randomly placed and oriented membranes (d − 1 dimensional planes in d dimensions) and focus on the disorder-averaged diffusion propagator using a scattering approach. The renormalization group solution reveals a scaling behavior of the diffusion coefficient for large times, with a characteristically slow inverse square root time dependence for any d. Its origin lies in the strong structural fluctuations introduced by the spatially extended random restrictions, representing a novel universality class of the structural disorder. Our results agree well with Monte Carlo simulations in two dimensions. They can be used to identify permeable barriers as restrictions to transport, and to quantify their permeability and surface area.
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spelling pubmed-31146432011-12-01 Random walk with barriers Novikov, Dmitry S. Fieremans, Els Jensen, Jens H. Helpern, Joseph A. Nat Phys Article Restrictions to molecular motion by barriers (membranes) are ubiquitous in porous media, composite materials and biological tissues. A major challenge is to characterize the microstructure of a material or an organism nondestructively using a bulk transport measurement. Here we demonstrate how the long-range structural correlations introduced by permeable membranes give rise to distinct features of transport. We consider Brownian motion restricted by randomly placed and oriented membranes (d − 1 dimensional planes in d dimensions) and focus on the disorder-averaged diffusion propagator using a scattering approach. The renormalization group solution reveals a scaling behavior of the diffusion coefficient for large times, with a characteristically slow inverse square root time dependence for any d. Its origin lies in the strong structural fluctuations introduced by the spatially extended random restrictions, representing a novel universality class of the structural disorder. Our results agree well with Monte Carlo simulations in two dimensions. They can be used to identify permeable barriers as restrictions to transport, and to quantify their permeability and surface area. 2011-06-01 /pmc/articles/PMC3114643/ /pubmed/21686083 http://dx.doi.org/10.1038/nphys1936 Text en Users may view, print, copy, download and text and data- mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Novikov, Dmitry S.
Fieremans, Els
Jensen, Jens H.
Helpern, Joseph A.
Random walk with barriers
title Random walk with barriers
title_full Random walk with barriers
title_fullStr Random walk with barriers
title_full_unstemmed Random walk with barriers
title_short Random walk with barriers
title_sort random walk with barriers
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3114643/
https://www.ncbi.nlm.nih.gov/pubmed/21686083
http://dx.doi.org/10.1038/nphys1936
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