About: A fractal kinetics SI model can explain the dynamics of COVID-19 epidemics

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About: A fractal kinetics SI model can explain the dynamics of COVID-19 epidemics Goto Sponge NotDistinct Permalink

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	A fractal kinetics SI model can explain the dynamics of COVID-19 epidemics
Creator	Macheras, Panos Kosmidisid, Kosmas
Source	Medline; PMC
abstract	The COVID-19 pandemic has already had a shocking impact on the lives of everybody on the planet. Here, we present a modification of the classical SI model, the Fractal Kinetics SI model which is in excellent agreement with the disease outbreak data available from the World Health Organization. The fractal kinetic approach that we propose here originates from chemical kinetics and has successfully been used in the past to describe reaction dynamics when imperfect mixing and segregation of the reactants is important and affects the dynamics of the reaction. The model introduces a novel epidemiological parameter, the “fractal” exponent h which is introduced in order to account for the self-organization of the societies against the pandemic through social distancing, lockdowns and flight restrictions.
has issue date	2020-08-11(xsd:dateTime)
bibo:doi	10.1371/journal.pone.0237304
bibo:pmid	32780754
has license	cc-by
sha1sum (hex)	bc7dac9ec3fa2664dd325be6cab47e453787e6f6
schema:url	https://doi.org/10.1371/journal.pone.0237304
resource representing a document's title	A fractal kinetics SI model can explain the dynamics of COVID-19 epidemics
has PubMed Central identifier	PMC7418974
has PubMed identifier	32780754
schema:publication	PLoS One
resource representing a document's body	covid:bc7dac9ec3fa2664dd325be6cab47e453787e6f6#body_text
is schema:about of	named entity 'pandemic' named entity 'reaction' named entity 'Fractal' named entity 'model' named entity 'DISEASE OUTBREAK' named entity 'AGREEMENT' named entity 'MODEL' named entity 'kinetic' named entity 'COVID-19' named entity 'describe' named entity 'shocking' named entity 'social distancing' named entity 'World Health Organization' named entity 'chemical kinetics' named entity 'Kinetics' named entity 'COVID-19' named entity 'fractal' named entity 'fractal' named entity 'Fractal' named entity 'fractal' named entity 'Fractal' named entity 'epidemic' named entity 'South Korea' named entity 'Italian' named entity 'social distancing' named entity 'Malaysia' named entity 'Australia' named entity 'orthogonal' named entity 'unsupervised classification' named entity 'chemical reaction kinetics' named entity 'mathematical models' named entity 'Australia' named entity 'social distancing' named entity 'chemical kinetics' named entity 'CSV' named entity 'reaction dynamics' named entity 'World Bank' named entity 'algorithm' named entity 'parsimonious' named entity 'epidemics' named entity 'CSV' named entity 'social distancing' named entity 'power law' named entity 'COVID' named entity 'COVID-19' named entity 'Italy' named entity 'coronavirus disease 2019' named entity 'genome' named entity 'fractal' named entity 'fractal' named entity 'data analyses' named entity 'linear ordinary differential equation' named entity 'Levenberg-Marquardt' named entity 'Italian' named entity 'mathematical modeling' named entity 'statistical procedure' named entity 'decreasing function' named entity 'global epidemics' named entity 'asymptotic limit' named entity 'data based' named entity 'Canada' named entity 'social distancing' named entity 'social distancing' named entity 'incubation period' named entity 'epidemic' named entity 'COVID-19' named entity 'epidemics' named entity 'epidemiological' named entity 'influenza' named entity 'uncorrelated' named entity 'unsupervised machine learning' named entity 'scikit-learn' named entity 'exponential growth' named entity 'rate kinetics' named entity 'COVID-19' named entity 'COVID' named entity 'social distancing' named entity 'solved numerically' named entity 'reproduction number' named entity 'self-organization'

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