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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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]. |
format | Online Article Text |
id | pubmed-7712072 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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