Stochastic Processes

The course will teach the methods of non-equilibrium statistical mechanics, like Markov chains, stochastic equations, Moyal expansion, Fokker-Planck equation, Mori-Zwanzig dimensional reduction.

The student will know the theory and the methods of non-equilibrium statistical mechanics, which lie at the basis of physical modelling of kinetic phenomena and of several tools of data analysis.