A Modified PINN Approach for Identifiable Compartmental Models in Epidemiology with Application to COVID-19
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DOI: 10.3390/v14112464
Abstract: 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… read more here.
Keywords: application; network; modified pinn; model ... See more keywords