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Swarming Transition in Super-Diffusive Self-Propelled Particles
A super-diffusive Vicsek model is introduced in this paper that incorporates Levy flights with exponent [Formula: see text]. The inclusion of this feature leads to an increase in the fluctuations of the order parameter, ultimately resulting in the disorder phase becoming more dominant as [Formula: s...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10217052/ https://www.ncbi.nlm.nih.gov/pubmed/37238572 http://dx.doi.org/10.3390/e25050817 |
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author | Nattagh Najafi, Morteza Zayed, Rafe Md. Abu Nabavizadeh, Seyed Amin |
author_facet | Nattagh Najafi, Morteza Zayed, Rafe Md. Abu Nabavizadeh, Seyed Amin |
author_sort | Nattagh Najafi, Morteza |
collection | PubMed |
description | A super-diffusive Vicsek model is introduced in this paper that incorporates Levy flights with exponent [Formula: see text]. The inclusion of this feature leads to an increase in the fluctuations of the order parameter, ultimately resulting in the disorder phase becoming more dominant as [Formula: see text] increases. The study finds that for [Formula: see text] values close to two, the order–disorder transition is of the first order, while for small enough values of [Formula: see text] , it shows degrees of similarities with the second-order phase transitions. The article formulates a mean field theory based on the growth of the swarmed clusters that accounts for the decrease in the transition point as [Formula: see text] increases. The simulation results show that the order parameter exponent [Formula: see text] , correlation length exponent [Formula: see text] , and susceptibility exponent [Formula: see text] remain constant when [Formula: see text] is altered, satisfying a hyperscaling relation. The same happens for the mass fractal dimension, information dimension, and correlation dimension when [Formula: see text] is far from two. The study reveals that the fractal dimension of the external perimeter of connected self-similar clusters conforms to the fractal dimension of Fortuin–Kasteleyn clusters of the two-dimensional [Formula: see text] Potts (Ising) model. The critical exponents linked to the distribution function of global observables vary when [Formula: see text] changes. |
format | Online Article Text |
id | pubmed-10217052 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102170522023-05-27 Swarming Transition in Super-Diffusive Self-Propelled Particles Nattagh Najafi, Morteza Zayed, Rafe Md. Abu Nabavizadeh, Seyed Amin Entropy (Basel) Article A super-diffusive Vicsek model is introduced in this paper that incorporates Levy flights with exponent [Formula: see text]. The inclusion of this feature leads to an increase in the fluctuations of the order parameter, ultimately resulting in the disorder phase becoming more dominant as [Formula: see text] increases. The study finds that for [Formula: see text] values close to two, the order–disorder transition is of the first order, while for small enough values of [Formula: see text] , it shows degrees of similarities with the second-order phase transitions. The article formulates a mean field theory based on the growth of the swarmed clusters that accounts for the decrease in the transition point as [Formula: see text] increases. The simulation results show that the order parameter exponent [Formula: see text] , correlation length exponent [Formula: see text] , and susceptibility exponent [Formula: see text] remain constant when [Formula: see text] is altered, satisfying a hyperscaling relation. The same happens for the mass fractal dimension, information dimension, and correlation dimension when [Formula: see text] is far from two. The study reveals that the fractal dimension of the external perimeter of connected self-similar clusters conforms to the fractal dimension of Fortuin–Kasteleyn clusters of the two-dimensional [Formula: see text] Potts (Ising) model. The critical exponents linked to the distribution function of global observables vary when [Formula: see text] changes. MDPI 2023-05-18 /pmc/articles/PMC10217052/ /pubmed/37238572 http://dx.doi.org/10.3390/e25050817 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Nattagh Najafi, Morteza Zayed, Rafe Md. Abu Nabavizadeh, Seyed Amin Swarming Transition in Super-Diffusive Self-Propelled Particles |
title | Swarming Transition in Super-Diffusive Self-Propelled Particles |
title_full | Swarming Transition in Super-Diffusive Self-Propelled Particles |
title_fullStr | Swarming Transition in Super-Diffusive Self-Propelled Particles |
title_full_unstemmed | Swarming Transition in Super-Diffusive Self-Propelled Particles |
title_short | Swarming Transition in Super-Diffusive Self-Propelled Particles |
title_sort | swarming transition in super-diffusive self-propelled particles |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10217052/ https://www.ncbi.nlm.nih.gov/pubmed/37238572 http://dx.doi.org/10.3390/e25050817 |
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