MET E 7570 - Stochastic Processes and Monte Carlo Simulations

Theory of Markov processes leading up to birth and death processes. Application to chemical reaction, crystallization etc. The link between stochastic and deterministic processes and the genesis of the Monte Carlo method. Monte Carlo methods to solve population balance equations and to solve o.d.e. and p.d.e. encountered in process modeling.