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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10670139 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT michosioannis graphpartitionsinchemistry AT raptisvasilios graphpartitionsinchemistry |