Monte Carlo Computing

Some Monte Carlo Experiments in Computing

Monte Carlo Strategies in Scientific Computing

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Parallel computing and Monte Carlo algorithms

We argue that Monte Carlo algorithms are ideally suited to parallel computing, and that “parallel Monte Carlo” should be more widely used. We consider a number of issues that arise, including dealing with slow or unreliable computers. We also discuss the possibilities of parallel Markov chain Monte Carlo. We illustrate our results with actual computer experiments.

Principles of Scientific Computing Monte Carlo methods

Computing radiative equilibria with Monte Carlo techniques

Monte Carlo techniques are used iteratively to compute the radiative equilibrium temperature stratification of a non-grey, spherically-extended stellar atmosphere in LTE. The derived temperature distribution agrees well with that predicted by Castor’s (1974) code, as also does the emergent spectrum. However, in contrast to such conventional codes, the adopted Monte Carlo techniques and associat...