paper-with-me

홈 › Papers

Solvable delay model for epidemic spreading: the case of Covid-19 in Italy

2020-09-10

We study a simple realistic model for describing the diffusion of an infectious disease on a population of individuals. The dynamics is governed by a single functional delay differential equation, which, in the case of a large population, can be solved exactly, even in the presence of a time-dependent infection rate. This delay model has a higher degree of accuracy than that of the so-called SIR model, commonly used in epidemiology, which, instead, is formulated in terms of ordinary differential equations. We apply this model to describe the outbreak of the new infectious disease, Covid-19, in Italy, taking into account the containment measures implemented by the government in order to mitigate the spreading of the virus and the social costs for the population.

📄 PDF Abstract BibTeX arXiv:2003.13571

Code (0)

등록된 구현이 없습니다.

Tasks

Epidemiology

Methods 이 논문이 사용한 방법론

Diffusion Diffusion models generate samples by gradually removing noise from a signal, and their training objective can be expressed as a reweighted variational lower-bound…

Similar Papers 제목 키워드 기반

Evolution of mutating pathogens in networked populations

2025-01-01 · Aviel Ivry, Amikam Patron, Reuven Cohen

Epidemic spreading over populations networks has been an important subject of research for several decades, and especially during the Covid-19 pandemic. Most epidemic outbreaks are likely to create multiple mutations dur…

Periodic recurrent waves of Covid-19 epidemics and vaccination campaign

2022-01-18 · Gaetano Campi, Antonio Bianconi

While understanding of periodic recurrent waves of Covid-19 epidemics would aid to combat the pandemics, quantitative analysis of data over a two years period from the outbreak, is lacking. The complexity of Covid-19 rec…

Reporting delays: a widely neglected impact factor in COVID-19 forecasts

2023-04-24 · Long Ma, Piet Van Mieghem, Maksim Kitsak

Epidemic forecasts are only as good as the accuracy of epidemic measurements. Is epidemic data, particularly COVID-19 epidemic data, clean and devoid of noise? Common sense implies the negative answer. While we cannot ev…

Common Sense Reasoning

Metastable states in plateaus and multi-wave epidemic dynamics of Covid-19 spreading in Italy

2021-02-07 · Gaetano Campi, Maria Vittoria Mazziotti, Antonio Valletta, Giampietro Ravagnan 외

The control of Covid 19 epidemics by public health policy in Italy during the first and the second epidemic waves has been driven by using reproductive number Rt(t) to identify the supercritical (percolative), the subcri…

Modeling and Forecasting of COVID-19 Spreading by Delayed Stochastic Differential Equations

2021-02-04 · Marouane Mahrouf, Adnane Boukhouima, Houssine Zine, El Mehdi Lotfi 외

The novel coronavirus disease (COVID-19) pneumonia has posed a great threat to the world recent months by causing many deaths and enormous economic damage worldwide. The first case of COVID-19 in Morocco was reported on …