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Metastability of Synchronous and Asynchronous Dynamics

Metastability is a ubiquitous phenomenon in nature, which interests several fields of natural sciences. Since metastability is a genuine non-equilibrium phenomenon, its description in the framework of thermodynamics and statistical mechanics has progressed slowly for a long time. Since the publicati...

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Autores principales: Cirillo, Emilio Nicola Maria, Jacquier, Vanessa, Spitoni, Cristian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9029560/
https://www.ncbi.nlm.nih.gov/pubmed/35455114
http://dx.doi.org/10.3390/e24040450
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author Cirillo, Emilio Nicola Maria
Jacquier, Vanessa
Spitoni, Cristian
author_facet Cirillo, Emilio Nicola Maria
Jacquier, Vanessa
Spitoni, Cristian
author_sort Cirillo, Emilio Nicola Maria
collection PubMed
description Metastability is a ubiquitous phenomenon in nature, which interests several fields of natural sciences. Since metastability is a genuine non-equilibrium phenomenon, its description in the framework of thermodynamics and statistical mechanics has progressed slowly for a long time. Since the publication of the first seminal paper in which the metastable behavior of the mean field Curie–Weiss model was approached by means of stochastic techniques, this topic has been largely studied by the scientific community. Several papers and books have been published in which many different spin models were studied and different approaches were developed. In this review, we focus on the comparison between the metastable behavior of synchronous and asynchronous dynamics, namely, stochastic processes in discrete time in which, at each time, either all the spins or one single spin is updated. In particular, we discuss how two different stochastic implementations of the very same Hamiltonian give rise to different metastable behaviors.
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spelling pubmed-90295602022-04-23 Metastability of Synchronous and Asynchronous Dynamics Cirillo, Emilio Nicola Maria Jacquier, Vanessa Spitoni, Cristian Entropy (Basel) Review Metastability is a ubiquitous phenomenon in nature, which interests several fields of natural sciences. Since metastability is a genuine non-equilibrium phenomenon, its description in the framework of thermodynamics and statistical mechanics has progressed slowly for a long time. Since the publication of the first seminal paper in which the metastable behavior of the mean field Curie–Weiss model was approached by means of stochastic techniques, this topic has been largely studied by the scientific community. Several papers and books have been published in which many different spin models were studied and different approaches were developed. In this review, we focus on the comparison between the metastable behavior of synchronous and asynchronous dynamics, namely, stochastic processes in discrete time in which, at each time, either all the spins or one single spin is updated. In particular, we discuss how two different stochastic implementations of the very same Hamiltonian give rise to different metastable behaviors. MDPI 2022-03-24 /pmc/articles/PMC9029560/ /pubmed/35455114 http://dx.doi.org/10.3390/e24040450 Text en © 2022 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 Review
Cirillo, Emilio Nicola Maria
Jacquier, Vanessa
Spitoni, Cristian
Metastability of Synchronous and Asynchronous Dynamics
title Metastability of Synchronous and Asynchronous Dynamics
title_full Metastability of Synchronous and Asynchronous Dynamics
title_fullStr Metastability of Synchronous and Asynchronous Dynamics
title_full_unstemmed Metastability of Synchronous and Asynchronous Dynamics
title_short Metastability of Synchronous and Asynchronous Dynamics
title_sort metastability of synchronous and asynchronous dynamics
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9029560/
https://www.ncbi.nlm.nih.gov/pubmed/35455114
http://dx.doi.org/10.3390/e24040450
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