Physics 858 - Monte Carlo Methods

Systematic introduction to one of the most powerful and versatile simulation techniques for large complex systems. The course starts with a short introduction to probability theory and random number generators, 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.