Physics 897M - ST- Monte Carlo Methods

This course offers a systematic introduction to one of the most powerful and versatile simulation techniques for large complex system. It starts with a short introduction to the probability theory and random number generators, and is followed by the general theory of stochastic sampling techniques and data analysis for classical statistical models (including state-of-the-art schemes) and kinetic equations. The course concludes with the discussion of quantum Monte Carlo methods.