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A generic, hierarchical framework for massively parallel Wang-Landau sampling

2013/05/24 by Thomas Vogel, Ying Wai Li, Thomas Wüst +1 · 1 citation
Physics and Astronomy · #physics.comp-ph #cond-mat.soft

paper · pdf · doi:10.1103/physrevlett.110.210603

published as Phys. Rev. Lett. 110, 210603 (2013)

arxiv created 2013/05/24 · arxiv updated 2013/05/27

Abstract

We introduce a parallel Wang-Landau method based on the replica-exchange framework for Monte Carlo simulations. To demonstrate its advantages and general applicability for simulations of complex systems, we apply it to different spin models including spin glasses, the Ising model and the Potts model, lattice protein adsorption, and the self-assembly process in amphiphilic solutions. Without loss of accuracy, the method gives significant speed-up and potentially scales up to petaflop machines.

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