Neural parameter calibration and uncertainty quantification for epidemic forecasting

Thomas Gaskin, Tim Conrad, Grigorios A. Pavliotis +1

The recent COVID-19 pandemic has thrown the importance of accurately forecasting contagion dynamics and learning infection parameters into sharp focus. At the same time, effective…