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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.
    documents.epfl.ch/groups/i/ip/ipg/www/2010-2011/…
     
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    What is Ising's model?Ising (Z. Physik, 31, 253, 1925) introduced a model consisting of a lattice of \spin" variables si, which can only take the values +1 (") and 1 (#). Every spin interacts with its nearest neighbors (2 in 1D) as well as with an external magnetic eld h. in 1D). is a constant specifying the strength of interaction.
    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 the results of the Ising model?The results are paradigms for a host of more complex systems and situations that cannot be solved exactly but which can be understood qualitatively and even quantitatively on the basis of simulations and asymptotic methods such as series expansions and the renormalization group. The Ising model was first formulated by Lenz ( 1920 ).
    Can the Ising model be applied to different systems?The Ising model is simple, yet it can be applied to a surprising number of different systems. This our first taste of universality – a feature of critical phenomena where the same theory applies to all sorts of different phase transitions, whether in liquids and gases or magnets or superconductors or whatever.
     
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    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-neighbor coupling in the zero magnetic … 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. Web6.1: Ising Model. Page ID. Daniel Arovas. UC San Diego. Definition. The simplest model of an interacting system consists of a lattice L of sites, each of which contains a spin σ ∗ i which may be either up ( σ ∗ i = + 1) or …

  6. 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 …

  7. 4.5: Ising model - Exact and numerical results - Physics LibreTexts

  8. The Ising Model: Exact Solutions | SpringerLink

  9. Ising Model -- from Wolfram MathWorld

  10. Optimal structure and parameter learning of Ising models

  11. The Ising Model | Lucas V. Schuermann

  12. [2405.06616] Fast Mixing in Sparse Random Ising Models