Monte Carlo Methods in Statistical Physics

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Universities Press, 2004 - 144 pagine
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Monte Carlo simulations comprise a substantial part of the new and third major arm of investigation in the physical sciences that has emerged in recent times, to augment the traditional ones of experiment and theory. With the advent of high-speed digital computing, numerical simulations techniques like Monte Carlo have been very successful in extracting real world observations out of seemingly intractable theoretical models.
  

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Indice

What is a Monte Carlo Method?
7
Random sampling techniques
16
Monte Carlo integration
20
Ising spin model
30
Metropolis algorithm
37
Monte Carlo averages and error bars
44
What is the nfold way?
53
HoshenKopelman cluster counting algorithm
67
What are the improvements to
72
Entropic or multicanonical sampling
79
WangLandau algorithm
85
Epilogue
93
Copyright

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