Ah - demography… not demonography. Perhaps says something about my mind…
Seriously though this is a fascinating application.
Some years ago I installed an HPC cluster at the UK Health Protection Agency which was used for modelling the spread of epidemics. I guess this uses similar mathematics - infected Person A meets Person B and there is X percent chance of transmitting the disease.