Bad Honnef 2015

From Werner KRAUTH

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Here are the 4 lectures that I gave at the Bad Honnef Physics School "Computational Physics of Complex and Disordered Systems" (A. K. Hartmann and A. P. Young, directors), in September 2015. A number of movies from my MOOC Statistical Mechanics-Algorithms and Computations were shown. They are not included in the pdf files.

Contents

1: Monte Carlo algorithms - basic notions

Monte Carlo algorithms - basic notions (slides)

2: Hard disks: From detailed balance to global balance and to cluster algorithms

Hard disks: From detailed balance to global balance and to cluster algorithms (movies missing)

3: Integration and Sampling: From Gaussians to Maxwell and Boltzmann

Integration and Sampling: From Gaussians to Maxwell and Boltzmann (movies missing)

4: Cluster algorithms for spin models

Cluster algorithms for spin models (movies missing)

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