A Universal Method for Modeling and Characterizing Non-Circular Packing Systems Based on n-Point Correlation Functions

A universal method for modeling and characterizing non-circular particles is developed. The n-point correlation functions (n = 1, 2 and 3) are efficiently computed with a GPU parallel computing procedure. An algorithm for dynamic packing of impenetrable non-circular particles is developed based on t...

Descripción completa

Detalles Bibliográficos
Autores principales: Sun, Shaobo, Chen, Huisu, Lin, Jianjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9456632/
https://www.ncbi.nlm.nih.gov/pubmed/36079382
http://dx.doi.org/10.3390/ma15175991
_version_ 1784785863785316352
author Sun, Shaobo
Chen, Huisu
Lin, Jianjun
author_facet Sun, Shaobo
Chen, Huisu
Lin, Jianjun
author_sort Sun, Shaobo
collection PubMed
description A universal method for modeling and characterizing non-circular particles is developed. The n-point correlation functions (n = 1, 2 and 3) are efficiently computed with a GPU parallel computing procedure. An algorithm for dynamic packing of impenetrable non-circular particles is developed based on the fast estimation of overlap information using a one-point correlation function. The packing algorithm is independent of particle shape and proved to be reliable by examples of polygons and super-ellipses. In addition, penetrable packings are generated in an efficient and precise way. Using a two-point correlation function, these non-circular packs are accurately characterized and compared in terms of features such as penetrable and impenetrable, packing fraction and particle shape. In addition, three-point correlation functions are also illustrated and discussed.
format Online
Article
Text
id pubmed-9456632
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-94566322022-09-09 A Universal Method for Modeling and Characterizing Non-Circular Packing Systems Based on n-Point Correlation Functions Sun, Shaobo Chen, Huisu Lin, Jianjun Materials (Basel) Article A universal method for modeling and characterizing non-circular particles is developed. The n-point correlation functions (n = 1, 2 and 3) are efficiently computed with a GPU parallel computing procedure. An algorithm for dynamic packing of impenetrable non-circular particles is developed based on the fast estimation of overlap information using a one-point correlation function. The packing algorithm is independent of particle shape and proved to be reliable by examples of polygons and super-ellipses. In addition, penetrable packings are generated in an efficient and precise way. Using a two-point correlation function, these non-circular packs are accurately characterized and compared in terms of features such as penetrable and impenetrable, packing fraction and particle shape. In addition, three-point correlation functions are also illustrated and discussed. MDPI 2022-08-30 /pmc/articles/PMC9456632/ /pubmed/36079382 http://dx.doi.org/10.3390/ma15175991 Text en © 2022 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
Sun, Shaobo
Chen, Huisu
Lin, Jianjun
A Universal Method for Modeling and Characterizing Non-Circular Packing Systems Based on n-Point Correlation Functions
title A Universal Method for Modeling and Characterizing Non-Circular Packing Systems Based on n-Point Correlation Functions
title_full A Universal Method for Modeling and Characterizing Non-Circular Packing Systems Based on n-Point Correlation Functions
title_fullStr A Universal Method for Modeling and Characterizing Non-Circular Packing Systems Based on n-Point Correlation Functions
title_full_unstemmed A Universal Method for Modeling and Characterizing Non-Circular Packing Systems Based on n-Point Correlation Functions
title_short A Universal Method for Modeling and Characterizing Non-Circular Packing Systems Based on n-Point Correlation Functions
title_sort universal method for modeling and characterizing non-circular packing systems based on n-point correlation functions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9456632/
https://www.ncbi.nlm.nih.gov/pubmed/36079382
http://dx.doi.org/10.3390/ma15175991
work_keys_str_mv AT sunshaobo auniversalmethodformodelingandcharacterizingnoncircularpackingsystemsbasedonnpointcorrelationfunctions
AT chenhuisu auniversalmethodformodelingandcharacterizingnoncircularpackingsystemsbasedonnpointcorrelationfunctions
AT linjianjun auniversalmethodformodelingandcharacterizingnoncircularpackingsystemsbasedonnpointcorrelationfunctions
AT sunshaobo universalmethodformodelingandcharacterizingnoncircularpackingsystemsbasedonnpointcorrelationfunctions
AT chenhuisu universalmethodformodelingandcharacterizingnoncircularpackingsystemsbasedonnpointcorrelationfunctions
AT linjianjun universalmethodformodelingandcharacterizingnoncircularpackingsystemsbasedonnpointcorrelationfunctions

Ejemplares similares