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On interevent time distributions of avalanche dynamics

Physical systems characterized by stick-slip dynamics often display avalanches. Regardless of the diversity of their microscopic structure, these systems are governed by a power-law distribution of avalanche size and duration. Here we focus on the interevent times between avalanches and show that, u...

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Autores principales: Kumar, Pinaki, Korkolis, Evangelos, Benzi, Roberto, Denisov, Dmitry, Niemeijer, André, Schall, Peter, Toschi, Federico, Trampert, Jeannot
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6969144/
https://www.ncbi.nlm.nih.gov/pubmed/31953412
http://dx.doi.org/10.1038/s41598-019-56764-6
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author Kumar, Pinaki
Korkolis, Evangelos
Benzi, Roberto
Denisov, Dmitry
Niemeijer, André
Schall, Peter
Toschi, Federico
Trampert, Jeannot
author_facet Kumar, Pinaki
Korkolis, Evangelos
Benzi, Roberto
Denisov, Dmitry
Niemeijer, André
Schall, Peter
Toschi, Federico
Trampert, Jeannot
author_sort Kumar, Pinaki
collection PubMed
description Physical systems characterized by stick-slip dynamics often display avalanches. Regardless of the diversity of their microscopic structure, these systems are governed by a power-law distribution of avalanche size and duration. Here we focus on the interevent times between avalanches and show that, unlike their distributions of size and duration, the interevent time distributions are able to distinguish different mechanical states of the system. We use experiments on granular systems and numerical simulations of emulsions to show that systems having the same probability distribution for avalanche size and duration can have different interevent time distributions. Remarkably, these interevent time distributions look similar to those for earthquakes and, if different from an exponential, are indirect evidence of non trivial space-time correlations among avalanches. Our results therefore indicate that interevent time statistics are essential to characterise the dynamics of avalanches.
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spelling pubmed-69691442020-01-22 On interevent time distributions of avalanche dynamics Kumar, Pinaki Korkolis, Evangelos Benzi, Roberto Denisov, Dmitry Niemeijer, André Schall, Peter Toschi, Federico Trampert, Jeannot Sci Rep Article Physical systems characterized by stick-slip dynamics often display avalanches. Regardless of the diversity of their microscopic structure, these systems are governed by a power-law distribution of avalanche size and duration. Here we focus on the interevent times between avalanches and show that, unlike their distributions of size and duration, the interevent time distributions are able to distinguish different mechanical states of the system. We use experiments on granular systems and numerical simulations of emulsions to show that systems having the same probability distribution for avalanche size and duration can have different interevent time distributions. Remarkably, these interevent time distributions look similar to those for earthquakes and, if different from an exponential, are indirect evidence of non trivial space-time correlations among avalanches. Our results therefore indicate that interevent time statistics are essential to characterise the dynamics of avalanches. Nature Publishing Group UK 2020-01-17 /pmc/articles/PMC6969144/ /pubmed/31953412 http://dx.doi.org/10.1038/s41598-019-56764-6 Text en © The Author(s) 2020 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Kumar, Pinaki
Korkolis, Evangelos
Benzi, Roberto
Denisov, Dmitry
Niemeijer, André
Schall, Peter
Toschi, Federico
Trampert, Jeannot
On interevent time distributions of avalanche dynamics
title On interevent time distributions of avalanche dynamics
title_full On interevent time distributions of avalanche dynamics
title_fullStr On interevent time distributions of avalanche dynamics
title_full_unstemmed On interevent time distributions of avalanche dynamics
title_short On interevent time distributions of avalanche dynamics
title_sort on interevent time distributions of avalanche dynamics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6969144/
https://www.ncbi.nlm.nih.gov/pubmed/31953412
http://dx.doi.org/10.1038/s41598-019-56764-6
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