We propose a physics-inspired mathematical model underlying the temporal evolution of competing virus variants that relies on the existence of (quasi) fixed points capturing the large time scale invariance of the dynamics. To motivate our result we first modify the time-honoured compartmental models of the SIR type to account for the existence of competing variants and then show how their evolution can be naturally re-phrased in terms of flow equations ending at quasi fixed points. As the natural next step we employ (near) scale invariance to organise the time evolution of the competing variants within the effective description of the epidemic Renormalisation Group framework. We test the resulting theory against the time evolution of COVID-19 virus variants that validate the theory empirically.

Epidemiological theory of virus variants / Cacciapaglia, G.; Cot, C.; de Hoffer, A.; Hohenegger, S.; Sannino, F.; Vatani, S.. - In: PHYSICA. A. - ISSN 0378-4371. - 596:(2022), p. 127071. [10.1016/j.physa.2022.127071]

Epidemiological theory of virus variants

de Hoffer A.;Sannino F.
Co-primo
Writing – Original Draft Preparation
;
2022

Abstract

We propose a physics-inspired mathematical model underlying the temporal evolution of competing virus variants that relies on the existence of (quasi) fixed points capturing the large time scale invariance of the dynamics. To motivate our result we first modify the time-honoured compartmental models of the SIR type to account for the existence of competing variants and then show how their evolution can be naturally re-phrased in terms of flow equations ending at quasi fixed points. As the natural next step we employ (near) scale invariance to organise the time evolution of the competing variants within the effective description of the epidemic Renormalisation Group framework. We test the resulting theory against the time evolution of COVID-19 virus variants that validate the theory empirically.
2022
Epidemiological theory of virus variants / Cacciapaglia, G.; Cot, C.; de Hoffer, A.; Hohenegger, S.; Sannino, F.; Vatani, S.. - In: PHYSICA. A. - ISSN 0378-4371. - 596:(2022), p. 127071. [10.1016/j.physa.2022.127071]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/880348
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