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Graph Partitions in Chemistry

We study partitions (equitable, externally equitable, or other) of graphs that describe physico-chemical systems at the atomic or molecular level; provide examples that show how these partitions are intimately related with symmetries of the systems; and discuss how such a link can further lead to in...

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Detalles Bibliográficos
Autores principales: Michos, Ioannis, Raptis, Vasilios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10670139/
https://www.ncbi.nlm.nih.gov/pubmed/37998196
http://dx.doi.org/10.3390/e25111504
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author Michos, Ioannis
Raptis, Vasilios
author_facet Michos, Ioannis
Raptis, Vasilios
author_sort Michos, Ioannis
collection PubMed
description We study partitions (equitable, externally equitable, or other) of graphs that describe physico-chemical systems at the atomic or molecular level; provide examples that show how these partitions are intimately related with symmetries of the systems; and discuss how such a link can further lead to insightful relations with the systems’ physical and chemical properties. We define a particular kind of graph partition, which we call Chemical Equitable Partition (CEP), accounting for chemical composition as well as connectivity and associate it with a quantitative measure of information reduction that accompanies its derivation. These concepts are applied to model molecular and crystalline solid systems, illustrating their potential as a means to classify atoms according to their chemical or crystallographic role. We also cluster materials in meaningful manners that take their microstructure into account and even correlate them with the materials’ physical properties.
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spelling pubmed-106701392023-10-31 Graph Partitions in Chemistry Michos, Ioannis Raptis, Vasilios Entropy (Basel) Article We study partitions (equitable, externally equitable, or other) of graphs that describe physico-chemical systems at the atomic or molecular level; provide examples that show how these partitions are intimately related with symmetries of the systems; and discuss how such a link can further lead to insightful relations with the systems’ physical and chemical properties. We define a particular kind of graph partition, which we call Chemical Equitable Partition (CEP), accounting for chemical composition as well as connectivity and associate it with a quantitative measure of information reduction that accompanies its derivation. These concepts are applied to model molecular and crystalline solid systems, illustrating their potential as a means to classify atoms according to their chemical or crystallographic role. We also cluster materials in meaningful manners that take their microstructure into account and even correlate them with the materials’ physical properties. MDPI 2023-10-31 /pmc/articles/PMC10670139/ /pubmed/37998196 http://dx.doi.org/10.3390/e25111504 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
Michos, Ioannis
Raptis, Vasilios
Graph Partitions in Chemistry
title Graph Partitions in Chemistry
title_full Graph Partitions in Chemistry
title_fullStr Graph Partitions in Chemistry
title_full_unstemmed Graph Partitions in Chemistry
title_short Graph Partitions in Chemistry
title_sort graph partitions in chemistry
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10670139/
https://www.ncbi.nlm.nih.gov/pubmed/37998196
http://dx.doi.org/10.3390/e25111504
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