A Physics-Informed Neural Network approach for compartmental epidemiological models

Caterina Millevoi, Damiano Pasetto, Massimiliano Ferronato

Compartmental models provide simple and efficient tools to analyze the relevant transmission processes during an outbreak, to produce short-term forecasts or transmission scenarios…