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On the randomness and correlation in the trajectories of alpha particle emitted from (241)Am: statistical inference based on information entropy

Most particle detectors are based on the hypothesis that particles are emitted randomly upon nuclear decay. In the present work, we tested the hypothesis of the existence of correlation in the random trajectories of alpha particles emitted from [Formula: see text] Am source and the null hypothesis o...

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Autores principales: El Ghazaly, M., Elmaghraby, Elsayed K., Al-Sayed, A., Mohamed, Amal, Dawood, Mahmoud S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374780/
https://www.ncbi.nlm.nih.gov/pubmed/35962016
http://dx.doi.org/10.1038/s41598-022-17479-3
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author El Ghazaly, M.
Elmaghraby, Elsayed K.
Al-Sayed, A.
Mohamed, Amal
Dawood, Mahmoud S.
author_facet El Ghazaly, M.
Elmaghraby, Elsayed K.
Al-Sayed, A.
Mohamed, Amal
Dawood, Mahmoud S.
author_sort El Ghazaly, M.
collection PubMed
description Most particle detectors are based on the hypothesis that particles are emitted randomly upon nuclear decay. In the present work, we tested the hypothesis of the existence of correlation in the random trajectories of alpha particles emitted from [Formula: see text] Am source and the null hypothesis of random trajectories. The trajectories were clued through the registration of track in a solid-state nuclear track detector. The experimental parameters were optimized to identify the possible sources of correlation in the track registration and the detector conditions upon exposure and etching to avoid misleading results. The optimization included authentication of linearity in registration efficiency with exposure time to prevent coalescence of registered tracks. The statistical inference processes were based upon adaptive quadrates analysis of the spatial data, and entropy and divergence analysis of the quadrate data together with the null hypothesis of Poisson distribution of random trajectories. The clustering and dispersion analysis were performed with central deviation tendency, empirical K-function, radial distribution analysis, and proximity Analysis. Results showed a pattern of gained information within the registered tracks that may be attributed to the alteration in the alpha particles’ trajectories induced by the strong electric field due to atoms in the source compound and encapsulation film.
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spelling pubmed-93747802022-08-14 On the randomness and correlation in the trajectories of alpha particle emitted from (241)Am: statistical inference based on information entropy El Ghazaly, M. Elmaghraby, Elsayed K. Al-Sayed, A. Mohamed, Amal Dawood, Mahmoud S. Sci Rep Article Most particle detectors are based on the hypothesis that particles are emitted randomly upon nuclear decay. In the present work, we tested the hypothesis of the existence of correlation in the random trajectories of alpha particles emitted from [Formula: see text] Am source and the null hypothesis of random trajectories. The trajectories were clued through the registration of track in a solid-state nuclear track detector. The experimental parameters were optimized to identify the possible sources of correlation in the track registration and the detector conditions upon exposure and etching to avoid misleading results. The optimization included authentication of linearity in registration efficiency with exposure time to prevent coalescence of registered tracks. The statistical inference processes were based upon adaptive quadrates analysis of the spatial data, and entropy and divergence analysis of the quadrate data together with the null hypothesis of Poisson distribution of random trajectories. The clustering and dispersion analysis were performed with central deviation tendency, empirical K-function, radial distribution analysis, and proximity Analysis. Results showed a pattern of gained information within the registered tracks that may be attributed to the alteration in the alpha particles’ trajectories induced by the strong electric field due to atoms in the source compound and encapsulation film. Nature Publishing Group UK 2022-08-12 /pmc/articles/PMC9374780/ /pubmed/35962016 http://dx.doi.org/10.1038/s41598-022-17479-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
El Ghazaly, M.
Elmaghraby, Elsayed K.
Al-Sayed, A.
Mohamed, Amal
Dawood, Mahmoud S.
On the randomness and correlation in the trajectories of alpha particle emitted from (241)Am: statistical inference based on information entropy
title On the randomness and correlation in the trajectories of alpha particle emitted from (241)Am: statistical inference based on information entropy
title_full On the randomness and correlation in the trajectories of alpha particle emitted from (241)Am: statistical inference based on information entropy
title_fullStr On the randomness and correlation in the trajectories of alpha particle emitted from (241)Am: statistical inference based on information entropy
title_full_unstemmed On the randomness and correlation in the trajectories of alpha particle emitted from (241)Am: statistical inference based on information entropy
title_short On the randomness and correlation in the trajectories of alpha particle emitted from (241)Am: statistical inference based on information entropy
title_sort on the randomness and correlation in the trajectories of alpha particle emitted from (241)am: statistical inference based on information entropy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374780/
https://www.ncbi.nlm.nih.gov/pubmed/35962016
http://dx.doi.org/10.1038/s41598-022-17479-3
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