Our methodological work reflects the fact that practitioners of dynamic modelling for public health currently face many hurdles and challenges in building, validating, executing, modifying and understanding their models. Several lines of work I am presently pursuing reflect the heavy performance burden of simulating large-scale populations at the individual level, and the high complexity of understanding the behaviour of such models.