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We present a large-scale simulation of the three-dimensional and mean-field spin glasses down to a very low but finite temperature. We extrapolate pertinent observables, e.g., the disorder-averaged central weight to zero temperature,…

无序系统与神经网络 · 物理学 2025-05-13 Wenlong Wang

From a dynamical viewpoint, basic phase transitions of statistical mechanics can be regarded as a breaking of ergodicity. While many random models exhibiting such transitions at the thermodynamics limit exist, finite-dimensional examples…

数学物理 · 物理学 2019-09-25 Bastien Fernandez

We analyze thermodynamic behavior of general $n$-component mean-field spin glass models in order to identify origin of the hierarchical structure of the order parameters from the replica-symmetry breaking solution. We derive a…

无序系统与神经网络 · 物理学 2015-06-25 V. Janis , L. Zdeborova

We review the long-time off-equilibrium dynamical behaviour of two representative mean-field spin-glass models, namely the $p$-spin spherical and the Sherrington-Kirkpatrick models. We show how both models capture aging phenomena but with…

凝聚态物理 · 物理学 2015-06-25 L. F. Cugliandolo , J. Kurchan

In the Sherrington-Kirkpatrick (SK) and related mixed $p$-spin models, there is interest in understanding replica symmetry breaking at low temperatures. For this reason, the so-called AT line proposed by de Almeida and Thouless as a…

概率论 · 数学 2025-07-09 Erik Bates , Leila Sloman , Youngtak Sohn

The scaling of fluctuations in the distribution of ground-state energies or costs with the system size N for Ising spin glasses is considered using an extensive set of simulations with the Extremal Optimization heuristic across a range of…

无序系统与神经网络 · 物理学 2022-05-20 Stefan Boettcher

After a short introduction on frustrated spin systems, we study in this chapter several two-dimensional frustrated Ising spin systems which can be exactly solved by using vertex models. We show that these systems contain most of the…

统计力学 · 物理学 2020-01-01 H. T. Diep , H. Giacomini

Random quenched dilution of the triangular-lattice antiferromagnetic Ising model locally relieves frustration, leading to ordering phenomena. We have studied this system, under such dilution of one sublattice, using hard-spin mean-field…

统计力学 · 物理学 2009-10-31 Huseyin Kaya , A. Nihat Berker

Spin glasses are fundamental probability distributions at the core of statistical physics, the theory of average-case computational complexity, and modern high-dimensional statistical inference. In the mean-field setting, we design…

数据结构与算法 · 计算机科学 2025-11-07 Ferenc Bencs , Brice Huang , Daniel Z. Lee , Kuikui Liu , Guus Regts

We present a new method to solve the dynamics of disordered spin systems on finite time-scales. It involves a closed driven diffusion equation for the joint spin-field distribution, with time-dependent coefficients described by a dynamical…

凝聚态物理 · 物理学 2009-10-28 A. C. C. Coolen , S. N. Laughton , D. Sherrington

We present a general and powerful numerical method useful to study the density matrix of spin models. We apply the method to finite dimensional spin glasses, and we analyze in detail the four dimensional Edwards-Anderson model with Gaussian…

无序系统与神经网络 · 物理学 2009-11-07 L. Correale , E. Marinari , V. Martin-Mayor

Glass phases can be stabilized by quenched disorders, as in most spin-glass materials, or self-generated through kinetic freezing in disorder-free systems. A canonical example of the latter is structural glasses, which have been extensively…

无序系统与神经网络 · 物理学 2024-10-17 Lingyu Yang , Gia-Wei Chern

In this paper we adapt the broken replica interpolation technique (developed by Francesco Guerra to deal with the Sherrington-Kirkpatrick model, namely a pairwise mean-field spin-glass whose couplings are i.i.d. standard Gaussian variables)…

数学物理 · 物理学 2020-06-02 Elena Agliari , Linda Albanese , Adriano Barra , Gabriele Ottaviani

The distribution of solutions of the Thouless-Anderson-Palmer equation is studied by extensive numerical experiments for fully connected 3-body interaction Ising spin glass models in a level of annealed calculation. A recent study predicted…

无序系统与神经网络 · 物理学 2015-06-25 Yukinori Tonosaki , Koujin Takeda , Yoshiyuki Kabashima

We present a critical analysis of the Sompolinsky theory of equilibrium dynamics. By using the spherical $2+p$ spin glass model we test the asymptotic static limit of the Sompolinsky solution showing that it fails to yield a…

无序系统与神经网络 · 物理学 2007-05-23 A. Crisanti , L. Leuzzi

Eigenstate Thermalization Hypothesis(ETH) has played a pivotal role in understanding ergodicity and its breaking in isolated quantum many-body systems. Recent experiment on 51-atom Rydberg quantum simulator and subsequent theoretical…

量子物理 · 物理学 2021-09-02 Bhaskar Mukherjee , Zi Cai , W. Vincent Liu

Spin glasses and many-body localization (MBL) are prime examples of ergodicity breaking, yet their physical origin is quite different: the former phase arises due to rugged classical energy landscape, while the latter is a…

无序系统与神经网络 · 物理学 2021-01-14 Louk Rademaker , Dmitry A. Abanin

We analyze the properties of the energy landscape of {\it finite-size} fully connected $p$-spin-like models. In the thermodynamic limit the high temperature phase is described by the schematic Mode Coupling Theory of super-cooled liquids.…

统计力学 · 物理学 2009-10-31 A. Crisanti , F. Ritort

Extensive experimental and numerical studies of the non-equilibrium dynamics of spin glasses subjected to temperature or bond perturbations have been performed to investigate chaos and memory effects in selected spin glass systems.…

材料科学 · 物理学 2015-06-24 P. E. Jönsson , R. Mathieu , P. Nordblad , H. Yoshino , H. Aruga Katori , A. Ito

We argue that the chaotic temperature effect predicted in Ising spin glasses should be stronger when one considers continuous (XY, Heisenberg) kind of spins, due to bigger entropic fluctuations. We then discuss the behavior of 3d spin…

无序系统与神经网络 · 物理学 2007-05-23 Florent Krzakala
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