From August 30 to September 5, the “Ettore Majorana” Centre for Scientific Culture in Erice hosted the “Mathematical and Computational Epidemiology of Infectious diseases” international conference. Aim of this event was to illustrate the major areas of research in mathematical and computational modelling of the spread of infectious diseases, and the huge variety of tools and approaches that are currently employed.