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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...

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Autores principales: Shirzad, Kiana, Viney, Christopher
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2023
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
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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.
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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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