About: A fractal viewpoint to COVID-19 infection

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About: A fractal viewpoint to COVID-19 infection Goto Sponge NotDistinct Permalink

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

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	A fractal viewpoint to COVID-19 infection
Creator	Governador, Av Iguaçú, Nova Silveira, Roberto Sotolongo-Costa, Oscar Sotolongo-Grau, Oscar Weberszpil, José
Source	ArXiv
abstract	One of the central tools to control the COVID-19 pandemics is the knowledge of its spreading dynamics. Here we develop a fractal model capable of describe this dynamics, in term of daily new cases, and provide quantitative criteria for some predictions. We propose a fractal dynamical model using conformed derivative and fractal time scale. A Burr-XII shaped solution of the fractal-like equation is obtained. The model is tested using data from several countries, showing that a single function is able to describe very different shapes of the outbreak. The diverse behavior of the outbreak on those countries is presented and discussed. Moreover, a criterion to determine the existence of the pandemic peak and a expression to find the time to reach herd immunity are also obtained.
has issue date	2020-07-14(xsd:dateTime)
has license	arxiv
sha1sum (hex)	a17b9db2ba687d87963435a5844d8f0dbacaa1fb
resource representing a document's title	A fractal viewpoint to COVID-19 infection
resource representing a document's body	covid:a17b9db2ba687d87963435a5844d8f0dbacaa1fb#body_text
is schema:about of	named entity 'OBTAINED' named entity 'CASES' named entity 'FRACTAL' named entity 'DIFFERENT' named entity 'TIME' named entity 'COVID-19' named entity 'statistical mechanics' named entity 'fractal' named entity 'nonlinear equation' named entity 'Spain' named entity 'fractal' named entity 'herd immunity' named entity 'Brazil' named entity 'Cuba' named entity 'COVID-19' named entity 'Italy' named entity 'nonlinear equation' named entity 'virus' named entity 'independent variable' named entity 'relaxation process' named entity 'Brazil' named entity 'dynamical systems' named entity 'endemic' named entity 'contagions' named entity '19, 20' named entity 'small world network' named entity 'specific entropy' named entity 'Brazil' named entity 'slow decay' named entity 'physical basis' named entity 'complex field' named entity 'Brazil' named entity 'COVID-19' named entity 'herd immunity' named entity 'epidemic' named entity 'coronavirus outbreak' named entity 'herd immunity' named entity 'epidemic' named entity 'ad hoc' named entity 'herd immunity' named entity 'virus' named entity 'Spain' named entity 'United States' named entity 'COVID-19' named entity 'herd immunity' named entity '100 million' named entity 'probability distribution' named entity '1, 2' named entity 'Johns Hopkins University' named entity 'infection' named entity 'epidemic' named entity 'infection' named entity 'statistical mechanics' named entity 'Mexico' named entity 'Italy' named entity 'January 22' named entity 'evolution' named entity 'relaxation time' named entity 'fractal' named entity 'SARS-CoV-2' named entity 'Mexico' named entity 'dependent variable' named entity 'gnuplot' named entity 'differentiable functions' named entity 'dielectric' named entity 'kinetic model' named entity 'SARS-CoV-2' named entity 'evolution' named entity 'fractal' named entity 'herd immunity' named entity 'data fitting' named entity 'scientific community' named entity 'Spain' named entity 'fractal' named entity 'general conclusions' named entity 'COVID-19 pandemic' named entity 'equilibrium' named entity 'Brazil' named entity 'contagions' named entity 'Brazil' named entity 'fractal' named entity 'slow decay'

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