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  2. 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 −1).
    en.wikipedia.org/wiki/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.
    en.wikipedia.org/wiki/Ernst_Ising
    In statistical mechanics, the two-dimensional square lattice Ising model is a simple lattice model of interacting magnetic spins. The model is notable for having nontrivial interactions, yet having an analytical solution. The model was solved by Lars Onsager for the special case that the external magnetic field H = 0.
    en.wikipedia.org/wiki/Square_lattice_Ising_model
    The Ising model has a description as a random cluster model due to Fortuin and Kasteleyn. In this description, the natural observables are connectivities of clusters, i.e. probabilities that a number of points belong to the same cluster.
    en.wikipedia.org/wiki/Two-dimensional_critical_Isin…
     
  3. People also ask
    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 value of the Ising model?Nevertheless, the real value of the Ising model and its many derivatives lies precisely in the complexity they encapsulate. These have found use in fields as disparate as condensed-matter physics, physical chemistry, neuroscience and, more broadly, the study of so-called complex systems.
    What is the generalization of Ising model?Note that this generalization of Ising model is sometimes called the quadratic exponential binary distribution in statistics. This energy function only introduces probability biases for a spin having a value and for a pair of spins having the same value. Higher order correlations are unconstrained by the multipliers.
    en.wikipedia.org
    Why is the Ising model useful?Following the general approach of Jaynes, a later interpretation of Schneidman, Berry, Segev and Bialek, is that the Ising model is useful for any model of neural function, because a statistical model for neural activity should be chosen using the principle of maximum entropy.
    en.wikipedia.org
     
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  5. WebThe Ising model, the most studied model in statistical mechanics, is the ultimate model for studying phase transition. The deepest result of the area is due to Onsager, who obtained in 1944 the analytical closed form of the …

  6. WebConsider the Ising model, in zero magnetic field, on a \(N\ns_x\times N\ns_y\) square lattice, with \(N\ns_{x,y}\to \infty\) in the thermodynamic limit. Along the perimeter of the system we impose the boundary …

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