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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...

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Autores principales: Nattagh Najafi, Morteza, Zayed, Rafe Md. Abu, Nabavizadeh, Seyed Amin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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