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The Ising model was generalized to a system of cells interacting exclusively by presence of shared spins. Within the cells there are interactions of any complexity, the simplest intracell interactions come down to the Ising model. The…

统计力学 · 物理学 2021-02-23 Vadym Sakhno , Mykola Sakhno

An overview of the mathematical structure of the three-dimensional (3D) Ising model is given, from the viewpoints of topologic, algebraic and geometric aspects. By analyzing the relations among transfer matrices of the 3D Ising model,…

综合物理 · 物理学 2013-05-15 Zhi-dong Zhang

A method is proposed for exactly calculating the partition function of a rectangular Ising lattice with the presence of a uniform external field. This approach is based on the method of the transfer matrix developed about seventy years ago…

综合物理 · 物理学 2013-10-02 C. B. Yang

We have provided a concise introduction to the Ising model as one of the most important models in statistical mechanics and in studying the phenomenon of phase transition. The required theoretical background and derivation of the…

统计力学 · 物理学 2021-05-04 Ashkan Shekaari , Mahmoud Jafari

The use of a transfer matrix method to solve the 3D Ising model is straightforwardly generalized from the 2D case. We follow B.Kaufman's approach. No approximation is made, however the largest eigenvalue cannot be identified. This problem…

统计力学 · 物理学 2007-05-23 S. L. Lou , S. H. Wu

We propose a method for generalizing the Ising model in magnetic fields and calculating the partition function (exact solution) for the Ising model of an arbitrary shape. Specifically, the partition function is calculated using matrices…

综合物理 · 物理学 2018-02-07 Akira Saito

The partition function of the two-dimensional Ising model with zero magnetic field on a square lattice with m x n sites wrapped on a torus is computed within the transfer matrix formalism in an explicit step-by-step approach inspired by…

统计力学 · 物理学 2013-05-29 Boris Kastening

We present an exact solution of a one-dimensional Ising chain with both nearest neighbor and random long-range interactions. Not surprisingly, the solution confirms the mean field character of the transition. This solution also predicts the…

统计力学 · 物理学 2007-05-23 J. Viana Lopes , Yu. G. Pogorelov , J. M. B. Lopes dos Santos , R. Toral

We contribute to the mathematical theory of the design of low temperature Ising machines, a type of experimental probabilistic computing device implementing the Ising model. Encoding the output of a function in the ground state of a…

新兴技术 · 计算机科学 2025-07-18 Andrew G. Moore , Zachary Richey , Isaac K. Martin

An Ising machine is any hardware specifically designed for finding the ground state of the Ising model. Relevant examples are coherent Ising machines and quantum annealers. In this paper, we propose a new machine learning model that is…

机器学习 · 计算机科学 2024-03-26 Ludwig Schmid , Enrico Zardini , Davide Pastorello

Various combinatorial optimization NP-hard problems can be reduced to finding the minimizer of an Ising model, which is a discrete mathematical model. It is an intellectual challenge to develop some mathematical tools or algorithms for…

最优化与控制 · 数学 2023-12-01 Bowen Liu , Kaizhi Wang , Dongmei Xiao , Zhan Yu

A recent simplified transfer matrix solution of the two-dimensional Ising model on a square lattice with periodic boundary conditions is generalized to periodic-antiperiodic, antiperiodic-periodic and antiperiodic-antiperiodic boundary…

统计力学 · 物理学 2007-05-23 Boris Kastening

We review some aspects of the fermionic interpretation of the two-dimensional Ising model. The use is made of the notion of the integral over the anticommuting Grassmann variables. For simple and more complicated 2D Ising lattices, the…

统计力学 · 物理学 2007-05-23 V. N. Plechko

Today, the Ising model is an archetype describing collective ordering processes. And, as such, it is widely known in physics and far beyond. Less known is the fact that the thesis defended by Ernst Ising 100 years ago (in 1924) contained…

物理学史与哲学 · 物理学 2024-07-16 Reinhard Folk , Yurij Holovatch

There is no an exact solution to three-dimensional (3D) finite-size Ising model (referred to as the Ising model hereafter for simplicity) and even two-dimensional (2D) Ising model with non-zero external field to our knowledge. Here by using…

综合物理 · 物理学 2018-10-12 Rong Qiang Wei

While the Ising model remains essential to understand physical phenomena, its natural connection to combinatorial reasoning makes it also one of the best models to probe complex systems in science and engineering. We bring a computational…

We investigate the statistical mechanics of the periodic one-dimensional Ising chain when the number of positive spins is constrained to be either an even or an odd number. We calculate the partition function using a generalization of the…

统计力学 · 物理学 2015-03-11 Michael T. Gastner

In this paper we present a method for deriving effective one-dimensional models based on the matrix product state formalism. It exploits translational invariance to work directly in the thermodynamic limit. We show, how a representation of…

强关联电子 · 物理学 2015-06-26 Frederik Keim , Götz S. Uhrig

In this case study, we illustrate the great potential of experimental mathematics and symbolic computation, by rederiving, ab initio, Onsager's celebrated solution of the twodimensional Ising model in zero magnetic field. Onsager's…

组合数学 · 数学 2018-05-24 Manuel Kauers , Doron Zeilberger

The transfer matrix is a powerful technique that can be applied to statistical mechanics systems as, for example, in the calculus of the entropy of the ice model. One interesting way to study such systems is to map it onto a 3-color…

统计力学 · 物理学 2022-10-24 Roberto da Silva , Silvio R. Dahmen , J. R. Drugowich de Felício
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