A critical review on applications of the Avrami equation beyond materials science

被引:64
|
作者
Shirzad, Kiana [1 ]
Viney, Christopher [1 ,2 ]
机构
[1] Univ Calif Merced, Grad Program Mat & Biomat Sci & Engn, Merced, CA 95343 USA
[2] Univ Calif Merced, Dept Mat Sci & Engn, Merced, CA 95343 USA
关键词
Avrami equation; COVID-19; epidemiology; nucleation and growth; phase transformations; SIR (susceptible-infected-removed) model; CRYSTAL NUCLEATION; CRYSTALLIZATION KINETICS; MECHANICAL-PROPERTIES; PHASE-TRANSITIONS; TIME CURVES; STORAGE; MODEL; TRANSFORMATION; HYDROGEN; DYNAMICS;
D O I
10.1098/rsif.2023.0242
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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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页数:13
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