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

Haoran Hu, Connor M Kennedy, Panayotis G. Kevrekidis +1

A variety of approaches using compartmental models have been used to study the COVID-19 pandemic and the usage of machine learning methods with these models has had particularly no…