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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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    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 $${\displaystyle k\in \Lambda }$$ there … 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 the case of ferromagnetic interaction
    • 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

    Overview image

    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 = 1, h = 0.
    No phase transition … 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 the nearest neighbor case and then, by the See more

     
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