Random graphs, phase transition and structure of the giant component are fundamental to model and understand epidemics.
Earlier this year in this Github notebook I tried to plot the functions from the paper A new approach to the giant component problem by S. Janson and M. Luczak to see how big an epidemic could be if most people observe quarantine but a small fraction doesn’t.