A Modified PINN Approach for Identifiable Compartmental Models in Epidemiology with Application to COVID-19

Many approaches using compartmental models have been used to study the COVID-19 pandemic, with machine learning methods applied to these models having particularly notable success. We consider the Susceptible–Infected–Confirmed–Recovered–Deceased (SICRD) compartmental model, with the goal of estimat...

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Detalles Bibliográficos
Autores principales: Hu, Haoran, Kennedy, Connor M., Kevrekidis, Panayotis G., Zhang, Hong-Kun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9692762/
https://www.ncbi.nlm.nih.gov/pubmed/36366562
http://dx.doi.org/10.3390/v14112464

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9692762/
https://www.ncbi.nlm.nih.gov/pubmed/36366562
http://dx.doi.org/10.3390/v14112464

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