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Thermodynamics of Superdiffusion Generated by Lévy–Wiener Fluctuating Forces
Scale free Lévy motion is a generalized analogue of the Wiener process. Its time derivative extends the notion of “white noise” to non-Gaussian noise sources, and as such, it has been widely used to model natural signal variations described by an overdamped Langevin stochastic differential equation....
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7513181/ https://www.ncbi.nlm.nih.gov/pubmed/33265747 http://dx.doi.org/10.3390/e20090658 |
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author | Kuśmierz, Łukasz Dybiec, Bartłomiej Gudowska-Nowak, Ewa |
author_facet | Kuśmierz, Łukasz Dybiec, Bartłomiej Gudowska-Nowak, Ewa |
author_sort | Kuśmierz, Łukasz |
collection | PubMed |
description | Scale free Lévy motion is a generalized analogue of the Wiener process. Its time derivative extends the notion of “white noise” to non-Gaussian noise sources, and as such, it has been widely used to model natural signal variations described by an overdamped Langevin stochastic differential equation. Here, we consider the dynamics of an archetypal model: a Brownian-like particle is driven by external forces, and noise is represented by uncorrelated Lévy fluctuations. An unperturbed system of that form eventually attains a steady state which is uniquely determined by the set of parameter values. We show that the analyzed Markov process with the stability index [Formula: see text] violates the detailed balance, i.e., its stationary state is quantified by a stationary probability density and nonvanishing current. We discuss consequences of the non-Gibbsian character of the stationary state of the system and its impact on the general form of the fluctuation–dissipation theorem derived for weak external forcing. |
format | Online Article Text |
id | pubmed-7513181 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75131812020-11-09 Thermodynamics of Superdiffusion Generated by Lévy–Wiener Fluctuating Forces Kuśmierz, Łukasz Dybiec, Bartłomiej Gudowska-Nowak, Ewa Entropy (Basel) Article Scale free Lévy motion is a generalized analogue of the Wiener process. Its time derivative extends the notion of “white noise” to non-Gaussian noise sources, and as such, it has been widely used to model natural signal variations described by an overdamped Langevin stochastic differential equation. Here, we consider the dynamics of an archetypal model: a Brownian-like particle is driven by external forces, and noise is represented by uncorrelated Lévy fluctuations. An unperturbed system of that form eventually attains a steady state which is uniquely determined by the set of parameter values. We show that the analyzed Markov process with the stability index [Formula: see text] violates the detailed balance, i.e., its stationary state is quantified by a stationary probability density and nonvanishing current. We discuss consequences of the non-Gibbsian character of the stationary state of the system and its impact on the general form of the fluctuation–dissipation theorem derived for weak external forcing. MDPI 2018-08-31 /pmc/articles/PMC7513181/ /pubmed/33265747 http://dx.doi.org/10.3390/e20090658 Text en © 2018 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kuśmierz, Łukasz Dybiec, Bartłomiej Gudowska-Nowak, Ewa Thermodynamics of Superdiffusion Generated by Lévy–Wiener Fluctuating Forces |
title | Thermodynamics of Superdiffusion Generated by Lévy–Wiener Fluctuating Forces |
title_full | Thermodynamics of Superdiffusion Generated by Lévy–Wiener Fluctuating Forces |
title_fullStr | Thermodynamics of Superdiffusion Generated by Lévy–Wiener Fluctuating Forces |
title_full_unstemmed | Thermodynamics of Superdiffusion Generated by Lévy–Wiener Fluctuating Forces |
title_short | Thermodynamics of Superdiffusion Generated by Lévy–Wiener Fluctuating Forces |
title_sort | thermodynamics of superdiffusion generated by lévy–wiener fluctuating forces |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7513181/ https://www.ncbi.nlm.nih.gov/pubmed/33265747 http://dx.doi.org/10.3390/e20090658 |
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