Detections and SIR simulations of the COVID-19 pandemic waves in Ukraine

Background. Unfortunately, the COVID-19 pandemic is still far from stabilizing. Of particular concern is the sharp increase in the number of diseases in June-July, September-October 2020 and February-March 2021. The causes and consequences of this sharp increase in the number of cases are still wait...

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Autor principal: Nesteruk Igor
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Publicado: De Gruyter 2021
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Acceso en línea:https://doaj.org/article/357b1d1dd1d840e7af6f5a4216f08d0d
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spelling oai:doaj.org-article:357b1d1dd1d840e7af6f5a4216f08d0d2021-12-05T14:10:44ZDetections and SIR simulations of the COVID-19 pandemic waves in Ukraine2544-729710.1515/cmb-2020-0117https://doaj.org/article/357b1d1dd1d840e7af6f5a4216f08d0d2021-07-01T00:00:00Zhttps://doi.org/10.1515/cmb-2020-0117https://doaj.org/toc/2544-7297Background. Unfortunately, the COVID-19 pandemic is still far from stabilizing. Of particular concern is the sharp increase in the number of diseases in June-July, September-October 2020 and February-March 2021. The causes and consequences of this sharp increase in the number of cases are still waiting for their researchers, but there is already an urgent need to assess the possible duration of the pandemic, the expected number of patients and deaths. Correct simulation of the infectious disease dynamics needs complicated mathematical models and many efforts for unknown parameters identification. Constant changes in the pandemic conditions (in particular, the peculiarities of quarantine and its violation, situations with testing and isolation of patients) cause various epidemic waves, lead to changes in the parameter values of the mathematical models.Nesteruk IgorDe Gruyterarticlecovid-19 pandemiccovid-19 epidemic in ukrainemathematical modeling of infection diseasessir modelparameter identificationstatistical methods34a3462j0592c60BiotechnologyTP248.13-248.65PhysicsQC1-999ENComputational and Mathematical Biophysics, Vol 9, Iss 1, Pp 46-65 (2021)
institution DOAJ
collection DOAJ
language EN
topic covid-19 pandemic
covid-19 epidemic in ukraine
mathematical modeling of infection diseases
sir model
parameter identification
statistical methods
34a34
62j05
92c60
Biotechnology
TP248.13-248.65
Physics
QC1-999
spellingShingle covid-19 pandemic
covid-19 epidemic in ukraine
mathematical modeling of infection diseases
sir model
parameter identification
statistical methods
34a34
62j05
92c60
Biotechnology
TP248.13-248.65
Physics
QC1-999
Nesteruk Igor
Detections and SIR simulations of the COVID-19 pandemic waves in Ukraine
description Background. Unfortunately, the COVID-19 pandemic is still far from stabilizing. Of particular concern is the sharp increase in the number of diseases in June-July, September-October 2020 and February-March 2021. The causes and consequences of this sharp increase in the number of cases are still waiting for their researchers, but there is already an urgent need to assess the possible duration of the pandemic, the expected number of patients and deaths. Correct simulation of the infectious disease dynamics needs complicated mathematical models and many efforts for unknown parameters identification. Constant changes in the pandemic conditions (in particular, the peculiarities of quarantine and its violation, situations with testing and isolation of patients) cause various epidemic waves, lead to changes in the parameter values of the mathematical models.
format article
author Nesteruk Igor
author_facet Nesteruk Igor
author_sort Nesteruk Igor
title Detections and SIR simulations of the COVID-19 pandemic waves in Ukraine
title_short Detections and SIR simulations of the COVID-19 pandemic waves in Ukraine
title_full Detections and SIR simulations of the COVID-19 pandemic waves in Ukraine
title_fullStr Detections and SIR simulations of the COVID-19 pandemic waves in Ukraine
title_full_unstemmed Detections and SIR simulations of the COVID-19 pandemic waves in Ukraine
title_sort detections and sir simulations of the covid-19 pandemic waves in ukraine
publisher De Gruyter
publishDate 2021
url https://doaj.org/article/357b1d1dd1d840e7af6f5a4216f08d0d
work_keys_str_mv AT nesterukigor detectionsandsirsimulationsofthecovid19pandemicwavesinukraine
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