While one could find a rich literature on various aspects of discrete event simulation (DES), it is typically presented in a format which is difficult to use or replicate by a layman.
The authorities need to make an accurate assessment, so that they can avoid releasing the infected individuals and quarantining the non-infected ones. Suppose a diagnostic test was ordered and was reported as positive.
Alexander Kolker