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A critical review on applications of the Avrami equation beyond materials science
The Johnson–Mehl–Avrami–Kolmogorov (JMAK) formalization, often referred to as the Avrami equation, was originally developed to describe the progress of phase transformations in material systems. Many other transformations in the life, physical and social sciences follow a similar pattern of nucleati...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10282574/ https://www.ncbi.nlm.nih.gov/pubmed/37340781 http://dx.doi.org/10.1098/rsif.2023.0242 |
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author | Shirzad, Kiana Viney, Christopher |
author_facet | Shirzad, Kiana Viney, Christopher |
author_sort | Shirzad, Kiana |
collection | PubMed |
description | The Johnson–Mehl–Avrami–Kolmogorov (JMAK) formalization, often referred to as the Avrami equation, was originally developed to describe the progress of phase transformations in material systems. Many other transformations in the life, physical and social sciences follow a similar pattern of nucleation and growth. The Avrami equation has been applied widely to modelling such phenomena, including COVID-19, regardless of whether they have a formal thermodynamic basis. We present here an analytical overview of such applications of the Avrami equation outside its conventional use, emphasizing examples from the life sciences. We discuss the similarities that at least partially justify the extended application of the model to such cases. We point out the limitations of such adoption; some are inherent to the model itself, and some are associated with the extended contexts. We also propose a reasoned justification for why the model performs well in many of these non-thermodynamic applications, even when some of its fundamental assumptions are not satisfied. In particular, we explore connections between the relatively accessible verbal and mathematical language of everyday nucleation- and growth-based phase transformations, represented by the Avrami equation, and the more challenging language of the classic SIR (susceptible-infected-removed) model in epidemiology. |
format | Online Article Text |
id | pubmed-10282574 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-102825742023-06-22 A critical review on applications of the Avrami equation beyond materials science Shirzad, Kiana Viney, Christopher J R Soc Interface Review Articles The Johnson–Mehl–Avrami–Kolmogorov (JMAK) formalization, often referred to as the Avrami equation, was originally developed to describe the progress of phase transformations in material systems. Many other transformations in the life, physical and social sciences follow a similar pattern of nucleation and growth. The Avrami equation has been applied widely to modelling such phenomena, including COVID-19, regardless of whether they have a formal thermodynamic basis. We present here an analytical overview of such applications of the Avrami equation outside its conventional use, emphasizing examples from the life sciences. We discuss the similarities that at least partially justify the extended application of the model to such cases. We point out the limitations of such adoption; some are inherent to the model itself, and some are associated with the extended contexts. We also propose a reasoned justification for why the model performs well in many of these non-thermodynamic applications, even when some of its fundamental assumptions are not satisfied. In particular, we explore connections between the relatively accessible verbal and mathematical language of everyday nucleation- and growth-based phase transformations, represented by the Avrami equation, and the more challenging language of the classic SIR (susceptible-infected-removed) model in epidemiology. The Royal Society 2023-06-21 /pmc/articles/PMC10282574/ /pubmed/37340781 http://dx.doi.org/10.1098/rsif.2023.0242 Text en © 2023 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Review Articles Shirzad, Kiana Viney, Christopher A critical review on applications of the Avrami equation beyond materials science |
title | A critical review on applications of the Avrami equation beyond materials science |
title_full | A critical review on applications of the Avrami equation beyond materials science |
title_fullStr | A critical review on applications of the Avrami equation beyond materials science |
title_full_unstemmed | A critical review on applications of the Avrami equation beyond materials science |
title_short | A critical review on applications of the Avrami equation beyond materials science |
title_sort | critical review on applications of the avrami equation beyond materials science |
topic | Review Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10282574/ https://www.ncbi.nlm.nih.gov/pubmed/37340781 http://dx.doi.org/10.1098/rsif.2023.0242 |
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