this book aims to present several new developments on stochastic processes and operator calculus on quantum groups. topics which are treated include operator calculus, dual representations, stochastic processes and diffusions, appell polynomials and systems in connection with evolution equations. audience: this volume contains introductory material for graduate students who are new to the field, as well as more advanced material for specialists in probability theory, algebraic structures, representation theory, mathematical physics and theoretical physics.