A priori bounds for 2-d generalised Parabolic Anderson Model

TL;DR

This paper establishes a priori bounds for solutions to a class of 2D stochastic PDEs, ensuring non-explosion, polynomial growth, and global well-posedness for models including the generalized Parabolic Anderson Model and Sine-Gordon quantum field theories.

Contribution

It provides new a priori bounds and global well-posedness results for 2D stochastic PDEs within Hairer's Regularity Structures framework, covering models like the generalized Parabolic Anderson Model and Sine-Gordon EQFT.

Findings

Solutions do not explode in finite time.

Solutions grow at most polynomially in time.

Global well-posedness established for key models.

Abstract

We show a priori bounds for solutions to $(\partial_t - \Delta) u = \sigma (u) \xi$ in finite volume in the framework of Hairer's Regularity Structures [Invent Math 198:269--504, 2014]. We assume $\sigma \in C_b^2 (\mathbb{R})$ and that $\xi$ is of negative H\"older regularity of order $- 1 - \kappa$ where $\kappa < \bar{\kappa}$ for an explicit $\bar{\kappa}< 1/3$, and that it can be lifted to a model in the sense of Regularity Structures. Our main results guarantee non-explosion of the solution in finite time and a growth which is at most polynomial in $t > 0$. Our estimates imply global well-posedness for the 2-d generalised parabolic Anderson model on the torus, as well as for the parabolic quantisation of the Sine-Gordon Euclidean Quantum Field Theory (EQFT) on the torus in the regime $\beta^2 \in (4 \pi, (1 + \bar{\kappa}) 4 \pi)$. We also consider the parabolic quantisation of a massive Sine-Gordon EQFT and derive estimates that imply the existence of the measure for the same range of $\beta$. Finally, our estimates apply to It\^o SPDEs in the sense of Da Prato-Zabczyk [Stochastic Equations in Infinite Dimensions, Enc. Math. App., Cambridge Univ. Press, 1992] and imply existence of a stochastic flow beyond the trace-class regime.