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相关论文: The Generalized Random Energy Model and its Applic…

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We study the random energy model with a hierarchical structure known as the generalized random energy model (GREM). In contrast to the original analysis by the microcanonical ensemble formalism, we investigate the GREM by the canonical…

无序系统与神经网络 · 物理学 2010-11-16 Tomoyuki Obuchi , Kazutaka Takahashi , Koujin Takeda

We determine explicit variational expressions for the free energy of mean-field spin glasses in a transversal magnetic field, whose glass interaction is given by a hierarchical Gaussian potential as in Derrida's Generalized Random Energy…

数学物理 · 物理学 2022-07-20 Chokri Manai , Simone Warzel

The complete phase diagram of Random Energy Model (REM) is obtained for complex temperatures using the method proposed by Derrida. We find the density of zeroes for statistical sum. Then the method is applied to Generalized Random Energy…

无序系统与神经网络 · 物理学 2009-10-31 D. B. Saakian

Magnetizations are introduced to the Generalized Random Energy Model (GREM) and numerical simulations on ac susceptibility is made for direct comparison with experiments in glassy materials. Prominent dynamical natures of spin glasses, {\it…

无序系统与神经网络 · 物理学 2009-10-31 Munetaka Sasaki , Koji Nemoto

In this thesis, we consider several Random Energy Models. This includes Derrida's Random Energy Model (REM) and Generalized Random Energy Model (GREM) and a nonhierarchical version (BK-GREM) by Bolthausen and Kistler. The limiting free…

概率论 · 数学 2007-11-09 Nabin Kumar Jana

We introduce a natural nonhierarchical version of Derrida's generalized random energy model. We prove that, in the thermodynamical limit, the free energy is the same as that of a suitably constructed GREM.

概率论 · 数学 2007-05-23 Erwin Bolthausen , Nicola Kistler

Recently, Bauke and Mertens conjectured that the local statistics of energies in random spin systems with discrete spin space should in most circumstances be the same as in the random energy model. Here we give necessary conditions for this…

无序系统与神经网络 · 物理学 2007-05-23 Anton Bovier , Irina Kurkova

We introduce a layered random spin model, equivalent to the Generalized Random Energy Model (GREM). In analogy with diluted spin systems, a diluted GREM (DGREM) is introduced.It can be applied to calculate approximately thermodynamic…

无序系统与神经网络 · 物理学 2009-10-30 D. Saakian

We study a random code ensemble with a hierarchical structure, which is closely related to the generalized random energy model with discrete energy values. Based on this correspondence, we analyze the hierarchical random code ensemble by…

无序系统与神经网络 · 物理学 2011-02-08 Tomoyuki Obuchi , Kazutaka Takahashi , Koujin Takeda

We compute the pressure of the random energy model (REM) and generalized random energy model(GREM) by establishing variational upper and lower bounds. For the upper bound, we generalize Guerra's ``broken replica symmetry bounds",and…

数学物理 · 物理学 2015-09-29 Cristian Giardina' , Shannon Starr

Motivated by the Lee--Yang approach to phase transitions, we study the partition function of the Generalized Random Energy Model (GREM) at complex inverse temperature $\beta$. We compute the limiting log-partition function and describe the…

概率论 · 数学 2014-02-12 Zakhar Kabluchko , Anton Klimovsky

A quadratic extension of REM has been treated. Discussed here is the origin of relation of REM to strings and other complex physical phenomena. Two basic features of the REM class of complex phenomena were identified: the double…

无序系统与神经网络 · 物理学 2007-05-23 D. B. Saakian

The random energy model (REM) is the simplest spin glass model which exhibits replica symmetry breaking. It is well known since the 80's that its overlaps are non-selfaveraging and that their statistics satisfy the predictions of the…

无序系统与神经网络 · 物理学 2024-08-28 Bernard Derrida , Peter Mottishaw

We introduce a Random Energy Model on a hierarchical lattice where the interaction strength between variables is a decreasing function of their mutual hierarchical distance, making it a non-mean field model. Through small coupling series…

统计力学 · 物理学 2014-09-09 Michele Castellana , Aurelien Decelle , Silvio Franz , Marc Mezard , Giorgio Parisi

We discuss a spin glass reminiscent of the Random Energy Model, which allows in particular to recast the Parisi minimization into a more classical Gibbs variational principle, thereby shedding some light on the physical meaning of the order…

概率论 · 数学 2009-11-13 Erwin Bolthausen , Nicola Kistler

We study Derrida's generalized random energy model in the presence of uniform external field. We compute the fluctuations of the ground state and of the partition function in the thermodynamic limit for all admissible values of parameters.…

概率论 · 数学 2014-02-11 Anton Bovier , Anton Klimovsky

Recently, Bauke and Mertens conjectured that the local statistics of energies in random spin systems with discrete spin space should in most circumstances be the same as in the random energy model. This was proven in a large class of models…

无序系统与神经网络 · 物理学 2009-11-11 Anton Bovier , Irina Kurkova

In order to study the activated dynamics of mean-field glasses, which takes place on times of order exp(N), where N is the system size, we introduce a new model, the Correlated Random Energy Model (CREM), that allows for a smooth…

无序系统与神经网络 · 物理学 2018-08-01 Marco Baity-Jesi , Alexandre Achard-de Lustrac , Giulio Biroli

We determine explicitly and discuss in detail the effects of the joint presence of a longitudinal and a transversal (random) magnetic field on the phases of the Random Energy Model (REM) and its hierarchical generalization, the GREM. Our…

数学物理 · 物理学 2022-01-05 Chokri Manai , Simone Warzel

The results by E. Gardner and B.Derrida have been enlarged for the complex temperatures and complex numbers of replicas. The phase structure is found. There is a connection with string models and their phase structure is analyzed from the…

无序系统与神经网络 · 物理学 2015-06-24 D. B. Saakian
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