Here's a link to the talk: https://www.youtube.com/watch?v=KQ4Vtsd9XNw https://www.youtube.com/watch?v=KQ4Vtsd9XNw . We are using stochastic models at two level

Here's a link to the talk: https://www.youtube.com/watch?v=KQ4Vtsd9XNw https://www.youtube.com/watch?v=KQ4Vtsd9XNw . We are using stochastic models at two levels: at the population level using nonlinear mixed effects models, and at the individual level using discrete stochastic (Gillespie) models and stochastic differential equations via DifferentialEquations.jl. The input data has a standard structure which we read in with tools like JuliaDB, and for output the DiffEq solutions are table structures which can directly output to JuliaDB, DataFrames, or csvs.