I see a need to develop open source technology here and to peer-review it.

Scope - Do we want to impact schools, governments, scientific institutions or lay people? Maybe we can pretend that accepting the model is an epidemiology in it's own right. That suggests a second order process where the population has to "catch" social distancing. Basic graphics and animations that accepts parameters.