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A conservative and a hybrid early rejection schemes for accelerating Monte Carlo molecular simulation.

Authors :
Kadoura, Ahmad
Salama, Amgad
Sun, Shuyu
Source :
Molecular Physics. Oct2014, Vol. 112 Issue 19, p2575-2586. 12p.
Publication Year :
2014

Abstract

Molecular simulation could provide detailed description of fluid systems when compared to experimental techniques. They can also replace equations of state; however, molecular simulation usually costs considerable computational efforts. Several techniques have been developed to overcome such high computational costs. In this paper, two early rejection schemes, a conservative and a hybrid one, are introduced. In these two methods, undesired configurations generated by the Monte Carlo trials are rejected earlier than it would when using conventional algorithms. The methods are tested for structureless single-component Lennard–Jones particles in both canonical andNVT-Gibbs ensembles. The computational time reduction for both ensembles is observed at a wide range of thermodynamic conditions. Results show that computational time savings are directly proportional to the rejection rate of Monte Carlo trials. The proposed conservative scheme has shown to be successful in saving up to 40% of the computational time in the canonical ensemble and up to 30% in theNVT-Gibbs ensemble when compared to standard algorithms. In addition, it preserves the exact Markov chains produced by the Metropolis scheme. Further enhancement forNVT-Gibbs ensemble is achieved by combining this technique with the bond formation early rejection one. The hybrid method achieves more than 50% saving of the central processing unit (CPU) time. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00268976
Volume :
112
Issue :
19
Database :
Academic Search Index
Journal :
Molecular Physics
Publication Type :
Academic Journal
Accession number :
98862043
Full Text :
https://doi.org/10.1080/00268976.2014.897392