Function estimation and regularization in the SIRD model applied to the COVID-19 pandemics

DOI10.1080/17415977.2021.1872563OpenAlexW3124489717MaRDI QIDQ5036767

C. R. de Lacerda, C. C. Pacheco

Publication date: 23 February 2022

Published in: Inverse Problems in Science and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/17415977.2021.1872563

zbMATH Keywords

Tikhonov regularizationfunction estimationcompartmentalSIRD

Mathematics Subject Classification ID

Numerical methods for inverse problems for initial value and initial-boundary value problems involving PDEs (65M32) PDEs in connection with classical thermodynamics and heat transfer (35Q79)

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Uses Software

• GitHub

Cites Work

• Analysis and forecast of COVID-19 spreading in China, Italy and France
• An Algorithm for Least-Squares Estimation of Nonlinear Parameters
• Computational Methods for Inverse Problems
• A method for the solution of certain non-linear problems in least squares
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