Abstract
In this paper we study the large N limit of the -invariant linear sigma model, which is a vector-valued generalization of the quantum field theory, on the three dimensional torus. We study the problem via its stochastic quantization, which yields a coupled system of N interacting SPDEs. We prove tightness of the invariant measures in the large N limit. For large enough mass or small enough coupling constant, they converge to the (massive) Gaussian free field at a rate of order with respect to the Wasserstein distance. We also obtain tightness results for certain invariant observables. These generalize some of the results in \cite{SSZZ20} from two dimensions to three dimensions. The proof leverages the method recently developed by \cite{GH18} and combines many new techniques such as uniform in estimates on perturbative objects as well as the solutions.
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