Characterizing the Dynamics of Covid-19 Based on Data

Author:

Isea Raúl1

Affiliation:

1. Fundación Instituto de Estudios Avanzados, Hoyo de la Puerta, Baruta, Venezuela.

Abstract

The objective of this paper is to apply datadriven discovery of dynamics modeling to obtain a system of differential equations that allows us to describe the transmission dynamics of Covid-19, based on the number of confirmed cases and deaths reported daily. This methodology was applied in four different countries: Brazil, Colombia, Venezuela, and the United States. The main advantage is that only one differential equation is needed to characterize the dynamic of Covid-19 without any mathematical assumption.

Publisher

Open Access Pub

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference15 articles.

1. 1.Cucinotta D, Vanelli M. (2020) Who declaresCovid-19 a Pandemic. , Acta Biomed 91(1), 157-160.

2. 2.Isea R. (2020) Simulando la dinamica del Covid-19 desde una perspectivematematica. Revista Observador del. , Conocimiento 5, 13-19.

3. 3.Tang Y, Serdan TDA, Alecrim A L, Souza D R, Nacano BRM et al. (2021) . , Scientific Report 11, 16400.

4. 4.Godal P, Benner P. (2021) Discovery of nonlinear dynamical system using a Runge-Kutta inspired dictionary-based sparse regression approch. ArXiv:. 2105-04869.

5. 5.Subber W, Pandita P, Ghosh S, Khan G, Wang L et al. (2020) Data-based discovery of governing equations. 2012-06036.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A General Approach to Modeling Covid-19;2023-07-14

2. A General Approach to Modeling Covid-19;Journal of Model Based Research;2023-07-07

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