Ostwald Growth Rate in Controlled Covid-19 Epidemic Spreading as in Arrested Growth in Quantum Complex Matter

Here, we focus on the data analysis of the growth of epidemic spread of Covid-19 in countries where different policies of containment were activated. It is known that the growth of pandemic spread at its threshold is exponential, but it is not known how to quantify the success of different containme...

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Main Authors: Antonio Bianconi, Augusto Marcelli, Gaetano Campi, Andrea Perali
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Condensed Matter
Subjects:
Online Access:https://www.mdpi.com/2410-3896/5/2/23
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spelling doaj-82b40f8db8264524bbf673a89c1a4a1e2020-11-25T02:33:48ZengMDPI AGCondensed Matter2410-38962020-03-015232310.3390/condmat5020023Ostwald Growth Rate in Controlled Covid-19 Epidemic Spreading as in Arrested Growth in Quantum Complex MatterAntonio Bianconi0Augusto Marcelli1Gaetano Campi2Andrea Perali3Rome International Centre Materials Science Superstripes RICMASS via dei Sabelli 119A, 00185 Rome, ItalyRome International Centre Materials Science Superstripes RICMASS via dei Sabelli 119A, 00185 Rome, ItalyRome International Centre Materials Science Superstripes RICMASS via dei Sabelli 119A, 00185 Rome, ItalyRome International Centre Materials Science Superstripes RICMASS via dei Sabelli 119A, 00185 Rome, ItalyHere, we focus on the data analysis of the growth of epidemic spread of Covid-19 in countries where different policies of containment were activated. It is known that the growth of pandemic spread at its threshold is exponential, but it is not known how to quantify the success of different containment policies. We identify that a successful approach gives an arrested phase regime following the Ostwald growth, where, over the course of time, one phase transforms into another metastable phase with a similar free energy as observed in oxygen interstitial diffusion in quantum complex matter and in crystallization of proteins. We introduce the s factor which provides a quantitative measure of the efficiency and speed of the adopted containment policy, which is very helpful not only to monitor the Covid-19 pandemic spread but also for other countries to choose the best containment policy. The results show that a policy based on joint confinement, targeted tests, and tracking positive cases is the most rapid pandemic containment policy; in fact, we found values of 9, 5, and 31 for the success s factor for China, South Korea, and Italy, respectively, where the lowest s factor indicates the best containment policy.https://www.mdpi.com/2410-3896/5/2/23Covid-19epidemic control policiesbiophysical approachOstwald arrested growthbig data analysissuccess s factor
collection DOAJ
language English
format Article
sources DOAJ
author Antonio Bianconi
Augusto Marcelli
Gaetano Campi
Andrea Perali
spellingShingle Antonio Bianconi
Augusto Marcelli
Gaetano Campi
Andrea Perali
Ostwald Growth Rate in Controlled Covid-19 Epidemic Spreading as in Arrested Growth in Quantum Complex Matter
Condensed Matter
Covid-19
epidemic control policies
biophysical approach
Ostwald arrested growth
big data analysis
success s factor
author_facet Antonio Bianconi
Augusto Marcelli
Gaetano Campi
Andrea Perali
author_sort Antonio Bianconi
title Ostwald Growth Rate in Controlled Covid-19 Epidemic Spreading as in Arrested Growth in Quantum Complex Matter
title_short Ostwald Growth Rate in Controlled Covid-19 Epidemic Spreading as in Arrested Growth in Quantum Complex Matter
title_full Ostwald Growth Rate in Controlled Covid-19 Epidemic Spreading as in Arrested Growth in Quantum Complex Matter
title_fullStr Ostwald Growth Rate in Controlled Covid-19 Epidemic Spreading as in Arrested Growth in Quantum Complex Matter
title_full_unstemmed Ostwald Growth Rate in Controlled Covid-19 Epidemic Spreading as in Arrested Growth in Quantum Complex Matter
title_sort ostwald growth rate in controlled covid-19 epidemic spreading as in arrested growth in quantum complex matter
publisher MDPI AG
series Condensed Matter
issn 2410-3896
publishDate 2020-03-01
description Here, we focus on the data analysis of the growth of epidemic spread of Covid-19 in countries where different policies of containment were activated. It is known that the growth of pandemic spread at its threshold is exponential, but it is not known how to quantify the success of different containment policies. We identify that a successful approach gives an arrested phase regime following the Ostwald growth, where, over the course of time, one phase transforms into another metastable phase with a similar free energy as observed in oxygen interstitial diffusion in quantum complex matter and in crystallization of proteins. We introduce the s factor which provides a quantitative measure of the efficiency and speed of the adopted containment policy, which is very helpful not only to monitor the Covid-19 pandemic spread but also for other countries to choose the best containment policy. The results show that a policy based on joint confinement, targeted tests, and tracking positive cases is the most rapid pandemic containment policy; in fact, we found values of 9, 5, and 31 for the success s factor for China, South Korea, and Italy, respectively, where the lowest s factor indicates the best containment policy.
topic Covid-19
epidemic control policies
biophysical approach
Ostwald arrested growth
big data analysis
success s factor
url https://www.mdpi.com/2410-3896/5/2/23
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