The book contains systematic material on the foundations of the mathematical apparatus used to model diffusion phenomena, process and interpret the results of experiments to study transport processes in adsorption and chemically active heterogeneous media. Various types of random walks, their corresponding statistical distributions and partial differential equations (including those with fractional indices) describing these processes are considered.