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The free energy of quenched disordered systems is bounded above by the free energy of the corresponding annealed system. This bound may be improved by applying the annealing procedure, which is just Jensen inequality, after having modified…

概率论 · 数学 2007-05-23 Francesco Caravenna , Giambattista Giacomin

We analyze the d-dimensional Blume-Emery-Griffiths model in the disordered region of parameters and we show that its free energy can be explicitly written in term of a series which is absolutely convergent at any temperature in an unbounded…

数学物理 · 物理学 2020-08-26 Paulo C. Lima , Ricardo Lopes de Jesus , Aldo Procacci

Finite size corrections to the pressure (free energy) of the Ising model on a 2 dimensional cylinder are calculated and shown to be consistent with the predictions of conformal field theory. The exact solution of the model is expressed in…

统计力学 · 物理学 2014-09-08 Rafael L. Greenblatt

We use a generalization of Hoeffding's inequality to show concentration results for the free energy of disordered pinning models, assuming only that the disorder has a finite exponential moment. We also prove some concentration inequalities…

概率论 · 数学 2012-06-15 Frederique Watbled

The random self-reinforcement mechanism, characterized by the principle of ``the rich get richer'', has demonstrated significant utility across various domains. One prominent model embodying this mechanism is the random reinforcement urn…

统计理论 · 数学 2024-06-18 Li Yang , Jiang Hu , Jianghao Li , Zhidong Bai

The relationship between the spectral density and free energy of a spin system is considered. The analytical expressions allowing for the calculation of the spectral density for solvable models are determined. A linear Ising model is taken…

无序系统与神经网络 · 物理学 2017-04-06 B. V. Kryzhanovsky

We develop an analytical expression for the self-energy of the infinite-dimensional Hubbard model that is correct in a number of different limits. The approach represents a generalization of the iterative perturbation theory to arbitrary…

强关联电子 · 物理学 2009-10-30 M. Potthoff , T. Wegner , W. Nolting

The proposed method of the free energy calculation is based on the approximation of the energy distribution in the microcanonical ensemble by the Gaussian distribution. We hope that our approach will be effective for the systems with…

无序系统与神经网络 · 物理学 2015-06-23 Boris Kryzhanovsky , Leonid Litinskii

The description of a three-dimensional Ising-like magnet in the presence of an external field in the vicinity of the critical point by the collective variables method is proposed. Using the renormalization group transformations, the scaling…

高能物理 - 理论 · 物理学 2009-11-11 M. P. Kozlovskii , I. V. Pylyuk , O. O. Prytula

A common approach to study nucleation rates is the estimation of free-energy barriers. This usually requires knowledge about the shape of the forming droplet, a task that becomes notoriously difficult in macromolecular setups starting with…

统计力学 · 物理学 2017-03-28 Johannes Zierenberg , Philipp Schierz , Wolfhard Janke

The leading correction to the smoothed connected energy density-density correlation function is obtained for the large energy difference, within the context of the Gaussian Random Matrix Theory. In order to achieve this result, the…

凝聚态物理 · 物理学 2015-06-25 Vladan Lucic

We develop a rigorous error analysis for coarse-graining of defect-formation free energy. For a one-dimensional constrained atomistic system, we establish the thermodynamic limit of the defect-formation free energy and obtain explicitly the…

数值分析 · 数学 2016-03-10 Matthew Dobson , Manh Hong Duong , Christoph Ortner

A central limit theorem is proved for the free energy of the random field Ising model with all plus or all minus boundary condition, at any temperature (including zero temperature) and any dimension. This solves a problem posed by Wehr and…

数学物理 · 物理学 2019-03-29 Sourav Chatterjee

We discuss finite-size effects in one disordered ${\lambda}{\phi}^{4}$ model defined in a $d$-dimensional Euclidean space. We consider that the scalar field satisfies periodic boundary conditions in one dimension and it is coupled with a…

统计力学 · 物理学 2016-12-21 R. Acosta Diaz , N. F. Svaiter

This is the second of a series of three papers about the Elastic Manifold model. This classical model proposes a rich picture due to the competition between the inherent disorder and the smoothing effect of elasticity. In this paper, we…

概率论 · 数学 2024-10-31 Gerard Ben Arous , Pax Kivimae

Using computer simulations, we validate a simple free energy model that can be analytically solved to predict the equilibrium size of self-limiting clusters of particles in the fluid state governed by a combination of short-range attractive…

软凝聚态物质 · 物理学 2016-08-25 Jonathan A. Bollinger , Thomas M. Truskett

We study the finite-size scaling of the free energy of the Ising model on lattices with the topology of the tetrahedron and the octahedron. Our construction allows to perform changes in the length scale of the model without altering the…

统计力学 · 物理学 2009-10-31 J. Gonzalez

Recently, [DOI:10.1007/s10955-023-03135-1] considered spin glass models with additional conventional order parameters characterizing single-replica properties. These parameters are distinct from the standard order parameter, the overlap,…

无序系统与神经网络 · 物理学 2025-09-23 Hong-Bin Chen

Similarities between models of fragmenting nuclei and disordered systems in condensed matter suggest corresponding methods. Several theoretical models of fragmentation investigated in this fashion show marked differences, indicating…

核理论 · 物理学 2008-11-26 K. C. Chase , P. Bhattacharyya , A. Z. Mekjian

In the last five decades, mean-field neural-networks have played a crucial role in modelling associative memories and, in particular, the Hopfield model has been extensively studied using tools borrowed from the statistical mechanics of…

无序系统与神经网络 · 物理学 2024-09-17 Elena Agliari , Adriano Barra , Pierluigi Bianco , Alberto Fachechi , Diego Pallara