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Langevin based turbulence model and its relationship with Kappa distributions

Kappa distributions (or [Formula: see text] -like distributions) represent a robust framework to characterize and understand complex phenomena with high degrees of freedom, as turbulent systems, using non-extensive statistical mechanics. Here we consider a coupled map lattice Langevin based model to...

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Autores principales: Gallo-Méndez, Iván, Moya, Pablo S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8827075/
https://www.ncbi.nlm.nih.gov/pubmed/35136141
http://dx.doi.org/10.1038/s41598-022-05996-0
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author Gallo-Méndez, Iván
Moya, Pablo S.
author_facet Gallo-Méndez, Iván
Moya, Pablo S.
author_sort Gallo-Méndez, Iván
collection PubMed
description Kappa distributions (or [Formula: see text] -like distributions) represent a robust framework to characterize and understand complex phenomena with high degrees of freedom, as turbulent systems, using non-extensive statistical mechanics. Here we consider a coupled map lattice Langevin based model to analyze the relation of a turbulent flow, with its spatial scale dynamic, and [Formula: see text] -like distributions. We generate the steady-state velocity distribution of the fluid at each scale, and show that the generated distributions are well fitted by [Formula: see text] -like distributions. We observe a robust relation between the [Formula: see text] parameter, the scale, and the Reynolds number of the system, Re. In particular, our results show that there is a closed scaling relation between the level of turbulence and the [Formula: see text] parameter; namely [Formula: see text] . We expect these results to be useful to characterize turbulence in different contexts, and our numerical predictions to be tested by observations and experimental setups.
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spelling pubmed-88270752022-02-10 Langevin based turbulence model and its relationship with Kappa distributions Gallo-Méndez, Iván Moya, Pablo S. Sci Rep Article Kappa distributions (or [Formula: see text] -like distributions) represent a robust framework to characterize and understand complex phenomena with high degrees of freedom, as turbulent systems, using non-extensive statistical mechanics. Here we consider a coupled map lattice Langevin based model to analyze the relation of a turbulent flow, with its spatial scale dynamic, and [Formula: see text] -like distributions. We generate the steady-state velocity distribution of the fluid at each scale, and show that the generated distributions are well fitted by [Formula: see text] -like distributions. We observe a robust relation between the [Formula: see text] parameter, the scale, and the Reynolds number of the system, Re. In particular, our results show that there is a closed scaling relation between the level of turbulence and the [Formula: see text] parameter; namely [Formula: see text] . We expect these results to be useful to characterize turbulence in different contexts, and our numerical predictions to be tested by observations and experimental setups. Nature Publishing Group UK 2022-02-08 /pmc/articles/PMC8827075/ /pubmed/35136141 http://dx.doi.org/10.1038/s41598-022-05996-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Gallo-Méndez, Iván
Moya, Pablo S.
Langevin based turbulence model and its relationship with Kappa distributions
title Langevin based turbulence model and its relationship with Kappa distributions
title_full Langevin based turbulence model and its relationship with Kappa distributions
title_fullStr Langevin based turbulence model and its relationship with Kappa distributions
title_full_unstemmed Langevin based turbulence model and its relationship with Kappa distributions
title_short Langevin based turbulence model and its relationship with Kappa distributions
title_sort langevin based turbulence model and its relationship with kappa distributions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8827075/
https://www.ncbi.nlm.nih.gov/pubmed/35136141
http://dx.doi.org/10.1038/s41598-022-05996-0
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