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  2. The Ising model is a simple model of magnetism, where two-valued spins σi = ±1 live on the vertices of a graph and interact through the graph’s edges with en-ergy −Jijσiσj.
    web.mit.edu/8.334/www/grades/projects/projects23…
    The model consists of discrete variables that represent magnetic dipole moments of atomic "spins" that can be in one of two states (+1 or −1). The spins are arranged in a graph, usually a lattice (where the local structure repeats periodically in all directions), allowing each spin to interact with its neighbors.
    en.wikipedia.org/wiki/Ising_model
    In this lecture we review the Ising model which provides a fundamental paradigm of discrete statistical mechanics. Some of the ideas introduced in this chapter will be encountered again later. 1 (Pairwise) Ising Model on a General Graph Let G = (V; E) be an undirected graph with set of vertices V and set of edges E.
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    What is Ising model?The Ising model is defined on a discrete collection of variables called spins, which can take on the value 1 or −1. The spins interact in pairs, with energy that has one value when the two spins are the same, and a second value when the two spins are different. where the sum counts each pair of spins only once.
    en.wikipedia.org
    What is the behavior of an Ising model on a fully connected graph?The behavior of an Ising model on a fully connected graph may be completely understood by mean-field theory. This type of description is appropriate to very-high-dimensional square lattices, because then each site has a very large number of neighbors.
    en.wikipedia.org
    What are some examples of Ising models?The considered Ising models include Sherrington–Kirkpatrick, 3-regular maximum cut, Mattis spin glass, spin glass on a torus, Möbius ladder graphs, biased ferromagnet on Chimera graph, planar spin glass within a magnetic field. The red dashed line represents models which are polynomially easy to optimise across all problem sizes.
    How to find the ground state of Ising model?Ground state search method. The spring vibration model can be used to find the ground state of Ising model as follows. This method regards the potential energy of the Ising model as the ordinary potential energy and converts the potential energy of the Ising model into the potential energy of the spring and the kinetic energy of the system.
     
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    Ising model - Wikipedia

    The Ising model (or Lenz–Ising model), named after the physicists Ernst Ising and Wilhelm Lenz, is a mathematical model of ferromagnetism in statistical mechanics. The model consists of discrete variables that represent magnetic dipole moments of atomic "spins" that can be in one of two states (+1 or … See more

    Consider a set $${\displaystyle \Lambda }$$ of lattice sites, each with a set of adjacent sites (e.g. a graph) forming a $${\displaystyle d}$$-dimensional lattice. For each lattice site See more

    Basic properties and history image

    The thermodynamic limit exists as long as the interaction decay is $${\displaystyle J_{ij}\sim |i-j|^{-\alpha }}$$ with α > 1.
    • In … See more

    In three as in two dimensions, the most studied case of the Ising model is the translation-invariant model on a cubic lattice with nearest … See more

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    The most studied case of the Ising model is the translation-invariant ferromagnetic zero-field model on a d-dimensional lattice, namely, Λ = Z , Jij = … See more

    One of Democritus' arguments in support of atomism was that atoms naturally explain the sharp phase boundaries observed in materials , as when ice melts to water or water … See more

    Definitions
    The Ising model can often be difficult to evaluate numerically if there are many states in the system. Consider an Ising model with See more

    • In the ferromagnetic case there is a phase transition. At low temperature, the Peierls argument proves positive magnetization for … See more

     
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  5. The Ising Model - Stanford University

  6. The Theoretical and Statistical Ising Model: A …

    WEBOct 8, 2021 · The “Ising model” refers to both the statistical and the theoretical use of the same equation. In this article, we introduce both uses and contrast their differences. We accompany the conceptual …

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  9. 4.5: Ising model - Exact and numerical results

    WEBSep 20, 2022 · In order to evaluate the main prediction ( 4.4.14) of the Weiss theory, let us now discuss the exact (analytical) and quasi-exact (numerical) results obtained for the Ising model, going from the lowest …

  10. The Ising model and counting graphs - University of British …

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  12. Geometric properties of the complete-graph Ising model in the …

  13. Mean Field Solution of Ising Model - Stanford University

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