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Ising models with pairwise interactions are the least structured, or maximum-entropy, probability distributions that exactly reproduce measured pairwise correlations between spins. Here we use this equivalence to construct Ising models that…

神经元与认知 · 定量生物学 2007-05-23 Gasper Tkacik , Elad Schneidman , Michael J Berry , William Bialek

Spin correlation functions (up to the 3-site one) of disordered Ising model with the nearest neighbour interaction are calculated and investigated within a two-site cluster approximation for both quenched and annealed cases. The approach…

凝聚态物理 · 物理学 2007-05-23 R. R. Levitskii , S. I. Sorokov

We consider N initially disentangled spins, embedded in a ring or d-dimensional lattice of arbitrary geometry, which interact via some long--range Ising--type interaction. We investigate relations between entanglement properties of the…

量子物理 · 物理学 2016-08-16 W. Dür , L. Hartmann , M. Hein , M. Lewenstein , H. J. Briegel

We examine the correlations between rings in random network glasses in two dimensions as a function of their separation. Initially, we use the topological separation (measured by the number of intervening rings), but this leads to…

软凝聚态物质 · 物理学 2017-11-15 Mahdi Sadjadi , M. F. Thorpe

We consider an one-dimensional lattice system of unbounded and continuous spins. The Hamiltonian consists of a perturbed strictly-convex single-site potential and with longe-range interaction. We show that if the interactions decay…

概率论 · 数学 2015-06-17 Georg Menz , Robin Nittka

Ising models with pairwise interactions are the least structured, or maximum-entropy, probability distributions that exactly reproduce measured pairwise correlations between spins. Here we use this equivalence to construct Ising models that…

神经元与认知 · 定量生物学 2009-12-31 Gasper Tkacik , Elad Schneidman , Michael J. Berry , William Bialek

We study the correlations (and alignment as a particular case) existent between the fragments originated in a decaying process when the daughter particles interact. The interaction between the particles is modeled using the potential of…

量子物理 · 物理学 2009-11-13 Pedro Sancho

The correlation function of two dimensional Ising model with the nearest neighbours interaction on the finite size lattice with the periodical boundary conditions is derived. The expressions similar to the form factor representation are…

高能物理 - 理论 · 物理学 2007-05-23 A. I. Bugrij

Biological networks have so many possible states that exhaustive sampling is impossible. Successful analysis thus depends on simplifying hypotheses, but experiments on many systems hint that complicated, higher order interactions among…

神经元与认知 · 定量生物学 2009-11-11 Elad Schneidman , Michael J. Berry , Ronen Segev , William Bialek

A one dimensional network on which there are long range bonds at lattice distances $l>1$ with the probability $P(l) \propto l^{-\delta}$ has been taken under consideration. We investigate the critical behavior of the Ising model on such a…

统计力学 · 物理学 2009-11-11 Arnab Chatterjee , Parongama Sen

A general technique of exact calculation of any correlation functions for the special class of one-dimensional spin models containing small clusters of quantum spins assembled to a chain by alternating with the single Ising spins is…

统计力学 · 物理学 2013-11-05 Stefano Bellucci , Vadim Ohanyan

We present a brief survey of rigorous results on the asymptotic behavior of correlations between two local functions as the distance between their support diverges, concentrating on the Ising model on $\mathbb{Z}^d$ with finite-range…

概率论 · 数学 2023-12-21 Sébastien Ott , Yvan Velenik

Two-spin correlations generated by interactions which decay with distance r as r^{-1-sigma} with -1 <sigma <0 are calculated for periodic Ising chains of length L. Mean-field theory indicates that the correlations, C(r,L), diminish in the…

凝聚态物理 · 物理学 2009-10-28 B. Bergersen , Z. Racz , H. -J. Xu

Several recent experiments in biology study systems composed of several interacting elements, for example neuron networks. Normally, measurements describe only the collective behavior of the system, even if in most cases we would like to…

无序系统与神经网络 · 物理学 2010-10-12 Vitor Sessak

We present the results of extensive Monte Carlo simulations of Ising models with algebraically decaying ferromagnetic interactions in the regime where classical critical behavior is expected for these systems. We corroborate the values for…

统计力学 · 物理学 2009-10-30 Erik Luijten , Henk W. J. Blöte

An extension of the Ising spin configurations to continuous functions is used for an exact representation of the Random Field Ising Model's order parameter in terms of disagreement percolation. This facilitates an extension of the recent…

数学物理 · 物理学 2022-01-25 Michael Aizenman , Matan Harel , Ron Peled

We consider the transverse Ising model in one dimension with nearest-neighbour interaction and calculate exactly the longitudinal spin-spin correlation for a class of excited states. These states are known to play an important role in the…

统计力学 · 物理学 2007-05-23 Anjan Kumar Chandra , Subinay Dasgupta

The inverse problem of statistical mechanics involves finding the minimal Hamiltonian that is consistent with some observed set of correlation functions. This problem has received renewed interest in the analysis of biological networks; in…

神经元与认知 · 定量生物学 2010-12-30 Feraz Azhar , William Bialek

In this work, we prove the equivalence between the pair correlation functions of primes, and of spins in a two-dimensional (2D) Ising model with a mixture of ferromagnetic and randomly distributed competing interactions. At first, we prove…

综合物理 · 物理学 2025-11-04 Zhidong Zhang

We consider a chain of spin-half particles of a finite length, evolved with the mixed-field Ising Hamiltonian and impose open boundary condition. We simulate the time evolution of entanglement entropy and mutual information following quench…

统计力学 · 物理学 2024-02-22 Surbhi Khetrapal , Emil Tore Mærsk Pedersen
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