English

Convergence of the two-dimensional dynamic Ising-Kac model to $\Phi^4_2$

Probability 2015-01-30 v2 Mathematical Physics math.MP

Abstract

The Ising-Kac model is a variant of the ferromagnetic Ising model in which each spin variable interacts with all spins in a neighbourhood of radius γ1\gamma^{-1} for γ1\gamma \ll 1 around its base point. We study the Glauber dynamics for this model on a discrete two-dimensional torus Z2/(2N+1)Z2\mathbb{Z}^2/ (2N+1)\mathbb{Z}^2, for a system size Nγ1N \gg \gamma^{-1} and for an inverse temperature close to the critical value of the mean field model. We show that the suitably rescaled coarse-grained spin field converges in distribution to the solution of a non-linear stochastic partial differential equation. This equation is the dynamic version of the Φ24\Phi^4_2 quantum field theory, which is formally given by a reaction diffusion equation driven by an additive space-time white noise. It is well-known that in two spatial dimensions, such equations are distribution valued and a Wick renormalisation has to be performed in order to define the non-linear term. Formally, this renormalisation corresponds to adding an infinite mass term to the equation. We show that this need for renormalisation for the limiting equation is reflected in the discrete system by a shift of the critical temperature away from its mean field value.

Keywords

Cite

@article{arxiv.1410.1179,
  title  = {Convergence of the two-dimensional dynamic Ising-Kac model to $\Phi^4_2$},
  author = {Jean-Christophe Mourrat and Hendrik Weber},
  journal= {arXiv preprint arXiv:1410.1179},
  year   = {2015}
}

Comments

78 pages. V2: minor corrections in Section 8