Semianalytical solution of SEIR-like models of epidemic spreading

We consider a generalization of the well-known SEIR model of epidemic spreading with two susceptible compartments and without permanent immunity. It is shown that the set of ordinary differential equations defining its dynamics can be cast in a single one in the form of an Abel's differential equation of the second kind. While a general solution of this equation is not known, we obtain exact analytical expressions for the important short-term growth and long-term decay regimes of the epidemic outbreak. In particular, exact expressions for the exponential growth and decay rates and the exact relation between the growth rate and the basic reproduction number are obtained. Finally, we discuss the relevance of the initial conditions in these type of models and show an application to the Omicron wave of the Covid-19 pandemic in different countries.

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Publication Details

Journal
Physical review. E
Published
2025-05-14
DOI
https://doi.org/10.1103/fwx4-m2wg
Citations
1
Primary Topic
COVID-19 epidemiological studies
Type
article
Field-Weighted Citation Impact
1.37

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article

Semianalytical solution of SEIR-like models of epidemic spreading

Carlos Carvalho, Daniel A. Stariolo, Karl J. Friston
1 citations
Physical review. E
COVID-19 epidemiological studies
1.37
article

Semianalytical solution of SEIR-like models of epidemic spreading

Carlos Carvalho, Daniel A. Stariolo, Karl J. Friston
article en
1 citations

Abstract

We consider a generalization of the well-known SEIR model of epidemic spreading with two susceptible compartments and without permanent immunity. It is shown that the set of ordinary differential equations defining its dynamics can be cast in a single one in the form of an Abel's differential equation of the second kind. While a general solution of this equation is not known, we obtain exact analytical expressions for the important short-term growth and long-term decay regimes of the epidemic outbreak. In particular, exact expressions for the exponential growth and decay rates and the exact relation between the growth rate and the basic reproduction number are obtained. Finally, we discuss the relevance of the initial conditions in these type of models and show an application to the Omicron wave of the Covid-19 pandemic in different countries.

Physical review. EVol. 111(6)
Universidade Federal Fluminense (BR)
Conselho Nacional de Desenvolvimento Científico e Tecnológico
Good health and well-being
Openalex Percentile: Top 22%
COVID-19 epidemiological studies
1.37
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