About: Renormalisation Group approach to pandemics as a time-dependent SIR model

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An Entity of Type : schema:ScholarlyArticle, within Data Space : wasabi.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	Renormalisation Group approach to pandemics as a time-dependent SIR model
Creator	Morte, Michele Sannino, Francesco
Source	ArXiv
abstract	We generalise the epidemic Renormalisation Group framework while connecting it to a SIR model with time-dependent coefficients. We then confront the model with COVID-19 in Denmark, Germany, Italy and France and show that the approach works rather well in reproducing the data. We also show that a better understanding of the time dependence of the recovery rate would require extending the model to take into account the number of deaths whenever these are over 15% of the total number of infected cases.
has issue date	2020-07-22(xsd:dateTime)
has license	arxiv
sha1sum (hex)	913104220b262504a6911c1f44bdf45d85471e7e
resource representing a document's title	Renormalisation Group approach to pandemics as a time-dependent SIR model
resource representing a document's body	covid:913104220b262504a6911c1f44bdf45d85471e7e#body_text
is schema:about of	named entity 'data' named entity 'France' named entity 'CONNECTING' named entity 'RATE' named entity 'INFECTED' named entity 'COVID-19' named entity 'Italy' named entity 'COVID-19' named entity 'smooth function' named entity 'confidence level' named entity 'energy scale' named entity 'IR fixed point' named entity 'World Health Organization' named entity 'WHO' named entity 'Denmark' named entity 'diffusion' named entity 'slowly varying function' named entity 'eRG' named entity 'SIR model' named entity 'high energy physics' named entity 'natural logarithm' named entity 'SIR model' named entity 'epidemic' named entity 'COVID-19' named entity 'France' named entity 'epidemic' named entity 'epidemic curve' named entity 'conservation law' named entity '1.2' named entity 'Italy' named entity 'initial condition' named entity 'high-energy physics' named entity 'Italy' named entity 'Denmark' named entity 'Denmark' named entity 'diffusion' named entity 'Renormalisation Group' named entity '1.2' named entity '1.1' named entity 'SIR model' named entity 'Italian' named entity 'smooth curve' named entity 'France' named entity 'square root' named entity 'epidemic' named entity 'Germany' named entity 'COVID-19' named entity 'generic functions' named entity 'conservation law' named entity 'Germany' named entity 'inflection point' named entity 'France' named entity 'non-smooth' named entity 'Germany' named entity 'SIR model' named entity 'pandemics' named entity 'Germany' named entity 'epidemic' named entity 'renormalisation group' named entity 'SIR models' named entity 'SIR model' named entity 'logarithm' named entity 'COVID-19 pandemic' named entity 'eRG' named entity 'logistic function' named entity 'Denmark' named entity 'Italian' named entity 'Germany' named entity 'beta function' named entity 'Italy' named entity 'high energy physics' named entity 'Italy' named entity '1.14' named entity 'infection' named entity 'conservation law' named entity 'Danish' named entity 'particle physics' named entity 'differential equations' named entity 'SIR model' named entity 'social distancing' named entity 'Germany' named entity 'Italy' named entity 'Renormalisation' named entity 'time evolution' named entity '2, 3' named entity 'Italy'

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