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arXiv:1309.1599 · Physical Review B

Phase transition in three-dimensional Heisenberg spin glasses with strong random anisotropies through a multi-GPU parallelization

Marco Baity‐Jesi, L. A. Fernández, Víctor Martín-Mayor, J. M. Sanz

Published Jan 21, 2014• 32 citations
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Abstract

We characterize the phase diagram of anisotropic Heisenberg spin glasses, finding both the spin and the chiral glass transition. We remark on the presence of strong finite-size effects in the chiral sector. On the spin glass sector, we find that the universality class is that of Ising spin glasses. Our data are compatible with a unique phase transition for the chiral and spin glass sector. We focus on keeping finite-size effects under control, and we stress that they are important to understand experiments. Thanks to large GPU clusters we have been able to thermalize cubic lattices with up to ${64}^{3}$ spins, over a vast range of temperatures (hence, of relaxation times).

DOI
10.1103/physrevb.89.014202

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Physical Review E•Jan 26, 2005•1 citation
We characterize the phase diagram of anisotropic Heisenberg spin glasses, finding both the spin and the chiral glass transition. We remark on the presence of strong finite-size effects in the chiral sector. On the spin glass sector, we find that the universality class is that of Ising spin glasses. Our data are compatible with a unique phase transition for the chiral and spin glass sector. We focus on keeping finite-size effects under control, and we stress that they are important to understand experiments. Thanks to large GPU clusters we have been able to thermalize cubic lattices with up to 643{64}^{3}643 spins, over a vast range of temperatures (hence, of relaxation times).
We perform a finite-size scaling study of the three-dimensional Heisenberg spin glass in the presence of weak random anisotropic interactions, up to lattice sizes L=32L=32L=32. Anisotropies have a major impact on the phase transition. The chiral-glass susceptibility does not diverge due to a large anomalous dimension. It follows that the anisotropic spin glass belongs to a Universality Class different from the isotropic model, which questions the applicability of the chirality scenario.
Spin-glass (SG) and chiral-glass (CG) orderings in three-dimensional (3D) Heisenberg spin glass with and without magnetic anisotropy are studied by using large-scale off-equilibrium Monte Carlo simulations. A characteristic time of relaxation, which diverges at a transition temperature in the thermodynamic limit, is obtained as a function of the temperature and the system size. Based on the finite-size-scaling analysis for the relaxation time, it is found that in the isotropic Heisenberg spin glass, the CG phase transition occurs at a finite temperature, while the SG transition occurs at a lower temperature, which is compatible with zero. Our results of the anisotropic case support the chirality scenario for the phase transitions in the 3D Heisenberg spin glasses.
It is shown, by means of Monte Carlo simulation and finite size scaling analysis, that the Heisenberg spin glass undergoes a finite-temperature phase transition in three dimensions. There is a single critical temperature, at which both a spin glass and a chiral glass ordering develop. The Monte Carlo algorithm, adapted from lattice gauge theory simulations, makes it possible to thermalize lattices of size L = 32, larger than in any previous spin-glass simulation in three dimensions. High accuracy is reached thanks to the use of the Marenostrum supercomputer. The large range of system sizes studied allows us to consider scaling corrections.
We study the anisotropic Heisenberg spin-glass model in a three-dimensional hierarchical lattice (designed to approximate the cubic lattice), within a real-space renormalization-group approach. Two different initial probability distributions for the exchange interaction (JijJ_{ij}Jij​), Gaussian and uniform, are used, with zero mean and width Jˉ\bar{J}Jˉ. The (kT/Jˉ)×Δ0(kT/\bar{J}) \times \Delta_0(kT/Jˉ)×Δ0​ phase diagram is obtained, where TTT is the temperature, Δ0\Delta_0Δ0​ is the first moment of the probability distribution for the uniaxial anisotropy, and kkk is the Boltzmann constant. For the Ising model (Δ0=1\Delta_0=1Δ0​=1), there is a spin-glass phase at low temperatures (high Jˉ\bar{J}Jˉ) and a paramagnetic phase at high temperatures (low Jˉ\bar{J}Jˉ). For the isotropic Heisenberg model (Δ0=0\Delta_0=0Δ0​=0), our results indicate no spin-glass phase at finite temperatures. The transition temperature between the spin-glass and paramagnetic phase decreases with Δ0\Delta_0Δ0​, as expected, but goes to zero at a finite value of the anisotropy parameter, namely Δ0=Δc∼0.59\Delta_0 = \Delta_c \sim 0.59Δ0​=Δc​∼0.59. Our results indicate that the whole transition line, between the paramagnetic and the spin-glass phases, for Δc≤Δ0<1\Delta_c \leq \Delta_0 < 1Δc​≤Δ0​<1, belongs to the same universality class as the transition for the Ising spin glass.
We have investigated the phase transition in the Heisenberg spin glass using massive numerical simulations to study very large sizes, 483{48}^{3}483. A finite-size scaling analysis indicates that the data are compatible with the most economical scenario: a common transition temperature for spins and chiralities.
We study the anisotropic Heisenberg spin-glass model on a three-dimensional hierarchical lattice (designed to approximate the cubic lattice), within a real-space renormalization-group approach. Two different initial probability distributions for the exchange interaction (Jij)({J}_{ij})(Jij​), Gaussian and uniform, are used, with zero mean and width J‾\overline{J}J. The $(kT∕\overline{J})\ifmmode\times\else\texttimes\fi{}{\ensuremath{\Delta}}_{0}$ phase diagram is obtained, where TTT is the temperature, ${\ensuremath{\Delta}}_{0}$ is the first moment of the probability distribution for the uniaxial anisotropy, and kkk is the Boltzmann constant. For the Ising model $({\ensuremath{\Delta}}_{0}=1)$, there is a spin-glass phase at low temperatures (high J‾\overline{J}J) and a paramagnetic phase at high temperatures (low J‾\overline{J}J). For the isotropic Heisenberg model $({\ensuremath{\Delta}}_{0}=0)$, our results indicate no spin-glass phase at finite temperatures. The transition temperature between the spin-glass and paramagnetic phase decreases with ${\ensuremath{\Delta}}_{0}$, as expected, but goes to zero at a finite value of the anisotropy parameter, namely ${\ensuremath{\Delta}}_{0}={\ensuremath{\Delta}}_{c}\ensuremath{\sim}0.59$. Our results indicate that the whole transition line, between the paramagnetic and the spin-glass phases, for ${\ensuremath{\Delta}}_{c}<{\ensuremath{\Delta}}_{0}<1$, belongs to the same universality class as the transition for the Ising spin glass.