Cluster Monte Carlo simulation of the transverse Ising model
Кластерное моделирование методом Монте-Карло поперечной модели Изинга
2002-12-10
SCID: 54.1/ayy2pcp6
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Binder cumulantIsing universality classcluster Monte Carlofinite-size scalingtransverse Ising model
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Abstract (AI)
We formulate a cluster Monte Carlo method for the anisotropic limit of Ising models on (d+1)-dimensional lattices, which in effect, are equivalent with d-dimensional quantum transverse Ising models. Using this technique, we investigate the transverse Ising models on the square, triangular, Kagome, honeycomb, and simple-cubic lattices. The Monte Carlo data are analyzed by finite-size scaling. In each case we find, as expected, that the critical behavior fits well in the (d+1)-dimensional Ising universality class. For the transverse Ising model on the square lattice, we determine the Binder cumulant of the classical counterpart for a range of aspect ratios between the system sizes in the third or "classical" direction and that in the other two directions. Matching this universal function with the case of the isotropic Ising model yields the length ratio relating the isotropic Ising model with the anisotropic limit. The efficiency of the present algorithm is reflected by the precision of its results, which improves significantly on earlier analyses.
Key Findings
1
A cluster Monte Carlo method is formulated for anisotropic (d+1)-dimensional Ising models, equivalent to d-dimensional quantum transverse Ising models.
2
Finite-size scaling shows that each investigated model follows the expected (d+1)-dimensional Ising universality class.
3
For the square lattice, Binder cumulants are determined across aspect ratios and used to obtain the length ratio connecting anisotropic and isotropic Ising models.
4
The algorithm produces substantially more precise results than earlier analyses, demonstrating improved computational efficiency.
5
The method is applied to transverse Ising models on square, triangular, Kagome, honeycomb, and simple-cubic lattices.
Research Object
Quantum transverse Ising models on square, triangular, Kagome, honeycomb, and simple-cubic lattices
Research Subject
Critical behavior, finite-size scaling, universality-class correspondence, Binder cumulants, and anisotropic-to-isotropic length ratios
Publication Details
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2002-12-10
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