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Kullback–Leibler Divergence of a Freely Cooling Granular Gas

Finding the proper entropy-like Lyapunov functional associated with the inelastic Boltzmann equation for an isolated freely cooling granular gas is a still unsolved challenge. The original H-theorem hypotheses do not fit here and the H-functional presents some additional measure problems that are so...

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Autores principales: Megías, Alberto, Santos, Andrés
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7712072/
https://www.ncbi.nlm.nih.gov/pubmed/33287073
http://dx.doi.org/10.3390/e22111308
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author Megías, Alberto
Santos, Andrés
author_facet Megías, Alberto
Santos, Andrés
author_sort Megías, Alberto
collection PubMed
description Finding the proper entropy-like Lyapunov functional associated with the inelastic Boltzmann equation for an isolated freely cooling granular gas is a still unsolved challenge. The original H-theorem hypotheses do not fit here and the H-functional presents some additional measure problems that are solved by the Kullback–Leibler divergence (KLD) of a reference velocity distribution function from the actual distribution. The right choice of the reference distribution in the KLD is crucial for the latter to qualify or not as a Lyapunov functional, the asymptotic “homogeneous cooling state” (HCS) distribution being a potential candidate. Due to the lack of a formal proof far from the quasielastic limit, the aim of this work is to support this conjecture aided by molecular dynamics simulations of inelastic hard disks and spheres in a wide range of values for the coefficient of restitution ([Formula: see text]) and for different initial conditions. Our results reject the Maxwellian distribution as a possible reference, whereas they reinforce the HCS one. Moreover, the KLD is used to measure the amount of information lost on using the former rather than the latter, revealing a non-monotonic dependence with [Formula: see text].
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spelling pubmed-77120722021-02-24 Kullback–Leibler Divergence of a Freely Cooling Granular Gas Megías, Alberto Santos, Andrés Entropy (Basel) Article Finding the proper entropy-like Lyapunov functional associated with the inelastic Boltzmann equation for an isolated freely cooling granular gas is a still unsolved challenge. The original H-theorem hypotheses do not fit here and the H-functional presents some additional measure problems that are solved by the Kullback–Leibler divergence (KLD) of a reference velocity distribution function from the actual distribution. The right choice of the reference distribution in the KLD is crucial for the latter to qualify or not as a Lyapunov functional, the asymptotic “homogeneous cooling state” (HCS) distribution being a potential candidate. Due to the lack of a formal proof far from the quasielastic limit, the aim of this work is to support this conjecture aided by molecular dynamics simulations of inelastic hard disks and spheres in a wide range of values for the coefficient of restitution ([Formula: see text]) and for different initial conditions. Our results reject the Maxwellian distribution as a possible reference, whereas they reinforce the HCS one. Moreover, the KLD is used to measure the amount of information lost on using the former rather than the latter, revealing a non-monotonic dependence with [Formula: see text]. MDPI 2020-11-17 /pmc/articles/PMC7712072/ /pubmed/33287073 http://dx.doi.org/10.3390/e22111308 Text en © 2020 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
Megías, Alberto
Santos, Andrés
Kullback–Leibler Divergence of a Freely Cooling Granular Gas
title Kullback–Leibler Divergence of a Freely Cooling Granular Gas
title_full Kullback–Leibler Divergence of a Freely Cooling Granular Gas
title_fullStr Kullback–Leibler Divergence of a Freely Cooling Granular Gas
title_full_unstemmed Kullback–Leibler Divergence of a Freely Cooling Granular Gas
title_short Kullback–Leibler Divergence of a Freely Cooling Granular Gas
title_sort kullback–leibler divergence of a freely cooling granular gas
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7712072/
https://www.ncbi.nlm.nih.gov/pubmed/33287073
http://dx.doi.org/10.3390/e22111308
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