Physics – Condensed Matter – Statistical Mechanics
Scientific paper
2006-11-10
Physics
Condensed Matter
Statistical Mechanics
4 pages, 1 Figure
Scientific paper
We propose a formulation of adaptive computation of free energy differences, in the ABF or nonequilibrium metadynamics spirit, using conditional distributions of samples of configurations which evolve in time. This allows to present a truly unifying framework for these methods, and to prove convergence results for certain classes of algorithms. From a numerical viewpoint, a parallel implementation of these methods is very natural, the replicas interacting through the reconstructed free energy. We show how to improve this parallel implementation by resorting to some selection mechanism on the replicas. This is illustrated by computations on a model system of conformational changes.
Lelievre Tony
Rousset Mathias
Stoltz Gabriel
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