In this paper we elaborate on homogeneous and heterogeneous SIR-type epidemiological models. We find an unexpected correspondence between the epidemic trajectory of a transmissible disease in a homogeneous SIR-type model and radial null geodesics in the Schwarzschild spacetime. We also discuss modeling of population heterogeneity effects by considering both a one-and two-parameter gamma-distributed function for the initial susceptibility distribution, and deriving the associated herd immunity threshold. We furthermore describe how mitigation measures can be taken into account by model fitting.

On SIR-type epidemiological models and population heterogeneity effects / S. Klemm, L. Ravera. - In: PHYSICA. A. - ISSN 0378-4371. - 624:(2023 Aug 15), pp. 128928.1-128928.12. [10.1016/j.physa.2023.128928]

On SIR-type epidemiological models and population heterogeneity effects

S. Klemm
Co-primo
;
2023

Abstract

In this paper we elaborate on homogeneous and heterogeneous SIR-type epidemiological models. We find an unexpected correspondence between the epidemic trajectory of a transmissible disease in a homogeneous SIR-type model and radial null geodesics in the Schwarzschild spacetime. We also discuss modeling of population heterogeneity effects by considering both a one-and two-parameter gamma-distributed function for the initial susceptibility distribution, and deriving the associated herd immunity threshold. We furthermore describe how mitigation measures can be taken into account by model fitting.
Statistical mechanics; Epidemiology; SIR models; Statistical methods for epidemiology; Mathematical methods for physics; Epidemiology and analogue gravity;
Settore FIS/02 - Fisica Teorica, Modelli e Metodi Matematici
15-ago-2023
Article (author)
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1059330
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