Computational Physics - Department of Physics

We start with an introduction to the basic Monte Carlo philosophy in the first chapter.
Thereafter we discuss Markov chains and Brownian motion, wepresent the famous Metropo-
lis algorithm and discuss several applications of this algorithm to many problems in Science,
from the simulation of phase transitions in materials, via studies quantum mechanical sys-
tems to the simulation of stock markets and genomic data.