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Pushing the limits of Monte Carlo simulations for the three-dimensional Ising model.

Authors :
Ferrenberg AM
Xu J
Landau DP
Source :
Physical review. E [Phys Rev E] 2018 Apr; Vol. 97 (4-1), pp. 043301.
Publication Year :
2018

Abstract

While the three-dimensional Ising model has defied analytic solution, various numerical methods like Monte Carlo, Monte Carlo renormalization group, and series expansion have provided precise information about the phase transition. Using Monte Carlo simulation that employs the Wolff cluster flipping algorithm with both 32-bit and 53-bit random number generators and data analysis with histogram reweighting and quadruple precision arithmetic, we have investigated the critical behavior of the simple cubic Ising Model, with lattice sizes ranging from 16^{3} to 1024^{3}. By analyzing data with cross correlations between various thermodynamic quantities obtained from the same data pool, e.g., logarithmic derivatives of magnetization and derivatives of magnetization cumulants, we have obtained the critical inverse temperature K_{c}=0.221654626(5) and the critical exponent of the correlation length ν=0.629912(86) with precision that exceeds all previous Monte Carlo estimates.

Details

Language :
English
ISSN :
2470-0053
Volume :
97
Issue :
4-1
Database :
MEDLINE
Journal :
Physical review. E
Publication Type :
Academic Journal
Accession number :
29758673
Full Text :
https://doi.org/10.1103/PhysRevE.97.043301