Extrapolating Monte Carlo Simulations to Infinite Volume: Finite-Size Scaling at
- 10 April 1995
- journal article
- research article
- Published by American Physical Society (APS) in Physical Review Letters
- Vol. 74 (15) , 2969-2972
- https://doi.org/10.1103/physrevlett.74.2969
Abstract
We present a simple and powerful method for extrapolating finite-volume Monte Carlo data to infinite volume, based on finite-size-scaling theory. We discuss carefully its systematic and statistical errors, and we illustrate it using three examples: the two-dimensional three-state Potts antiferromagnet on the square lattice, and the two-dimensional and σ models. In favorable cases it is possible to obtain reliable extrapolations (errors of a few percent) even when the correlation length is 1000 times larger than the lattice.
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This publication has 13 references indexed in Scilit:
- Novel Application of Finite-Size Scaling: A Numerical Study of the Two-Dimensional XY ModelEurophysics Letters, 1994
- Asymptotic scaling of the mass gap in the two-dimensional O(3) nonlinear σ model: A numerical studyPhysical Review D, 1994
- Estimating bulk values based on finite size scalingNuclear Physics B - Proceedings Supplements, 1994
- New universality classes for two-dimensional σ-modelsPhysical Review Letters, 1993
- Wolff-type embedding algorithms for general nonlinear σ-modelsNuclear Physics B, 1993
- Application of finite size scaling to Monte Carlo simulationsPhysical Review Letters, 1993
- A numerical method to compute the running coupling in asymptotically free theoriesNuclear Physics B, 1991
- Three-state antiferromagnetic Potts models: A Monte Carlo studyPhysical Review B, 1990
- Antiferromagnetic Potts modelsPhysical Review Letters, 1989
- Critical antiferromagnetic square-lattice Potts modelProceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences, 1982