This work presents a sequential modular approach to solve a generic network of reactors with a population balance model using a stochastic numerical method. Fullcoupling to the gas-phase is achieved through operator-splitting. The convergence of the stochastic particle algorithm in test networks is evaluated as a function of network size, recycle fraction and numerical parameters. These test ca...