Replacing the SIR epidemic model with a neural network and training it further to increase prediction accuracy

DOI10.33039/AMI.2021.02.003zbMath1474.68297OpenAlexW3161319529MaRDI QIDQ4996994

Róbert Lakatos, András Hajdu, Gergő Bogacsovics, Attila Tiba, Marcell Beregi-Kovács, Henrietta Tomán

Publication date: 25 June 2021

Published in: Annales Mathematicae et Informaticae (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.33039/ami.2021.02.003

zbMATH Keywords

neural networksapproximationparameter optimizationmathematical modelsSIR modeldeep learning

Mathematics Subject Classification ID

Epidemiology (92D30) Artificial neural networks and deep learning (68T07) General theory of mathematical modeling (00A71) Mathematical modeling or simulation for problems pertaining to biology (92-10)

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