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Dataset for random uniform distributions of 2D circles and 3D spheres

This dataset contains random uniform distributions for a large number of 2D and 3D balls, along with the description files. It provides the possibility for fast pick up of random, but repeatable, sets of smaller samples, with the guaranteed statistical properties such as random uniform distribution...

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Detalles Bibliográficos
Autor principal: Wojciechowski, Marek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9168027/
https://www.ncbi.nlm.nih.gov/pubmed/35677623
http://dx.doi.org/10.1016/j.dib.2022.108318
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author Wojciechowski, Marek
author_facet Wojciechowski, Marek
author_sort Wojciechowski, Marek
collection PubMed
description This dataset contains random uniform distributions for a large number of 2D and 3D balls, along with the description files. It provides the possibility for fast pick up of random, but repeatable, sets of smaller samples, with the guaranteed statistical properties such as random uniform distribution of balls, the predefined expected volume ratio of balls, and also the minimum distance between them. Samples are uniquely identified by the position coordinates in the provided large kernels. The sets of samples can be used in performing numerical predictions of different types for uniform ball distributions while keeping the numerical effort at a reasonable level. Specifically, this can be useful in computational homogenization of fiber and spherical particle reinforced composites, where the provided kernels can be viewed as representative volumes and the samples as the realizations of statistical volume elements. Some secondary results, like the numbers of samples of a given size assuring the required accuracy in expected ball volume ratio representation, are also provided. Data was created by means of the pseudo-random number generator using python scripting and can be loaded and used also in other programming environments.
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spelling pubmed-91680272022-06-07 Dataset for random uniform distributions of 2D circles and 3D spheres Wojciechowski, Marek Data Brief Data Article This dataset contains random uniform distributions for a large number of 2D and 3D balls, along with the description files. It provides the possibility for fast pick up of random, but repeatable, sets of smaller samples, with the guaranteed statistical properties such as random uniform distribution of balls, the predefined expected volume ratio of balls, and also the minimum distance between them. Samples are uniquely identified by the position coordinates in the provided large kernels. The sets of samples can be used in performing numerical predictions of different types for uniform ball distributions while keeping the numerical effort at a reasonable level. Specifically, this can be useful in computational homogenization of fiber and spherical particle reinforced composites, where the provided kernels can be viewed as representative volumes and the samples as the realizations of statistical volume elements. Some secondary results, like the numbers of samples of a given size assuring the required accuracy in expected ball volume ratio representation, are also provided. Data was created by means of the pseudo-random number generator using python scripting and can be loaded and used also in other programming environments. Elsevier 2022-05-28 /pmc/articles/PMC9168027/ /pubmed/35677623 http://dx.doi.org/10.1016/j.dib.2022.108318 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Data Article
Wojciechowski, Marek
Dataset for random uniform distributions of 2D circles and 3D spheres
title Dataset for random uniform distributions of 2D circles and 3D spheres
title_full Dataset for random uniform distributions of 2D circles and 3D spheres
title_fullStr Dataset for random uniform distributions of 2D circles and 3D spheres
title_full_unstemmed Dataset for random uniform distributions of 2D circles and 3D spheres
title_short Dataset for random uniform distributions of 2D circles and 3D spheres
title_sort dataset for random uniform distributions of 2d circles and 3d spheres
topic Data Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9168027/
https://www.ncbi.nlm.nih.gov/pubmed/35677623
http://dx.doi.org/10.1016/j.dib.2022.108318
work_keys_str_mv AT wojciechowskimarek datasetforrandomuniformdistributionsof2dcirclesand3dspheres