Low temperature expansion for the Euclidean $\Phi^4_2$-measure
Benjamin Gess, Kihoon Seong, and Pavlos Tsatsoulis

TL;DR
This paper develops low-temperature asymptotic expansions for the Euclidean ^4_2-measure, extending classical Gaussian integral results to a singular distribution setting, and establishes related limit theorems.
Contribution
It introduces a novel low-temperature expansion for the ^4_2-measure, extending classical Gaussian integral asymptotics to a singular distribution framework.
Findings
Derived low-temperature asymptotic expansions for ^4_2-measure.
Proved law of large numbers in the low-temperature limit.
Established central limit theorem for the ^4_2-measure.
Abstract
We study asymptotic expansions of the Euclidean -measure in the low-temperature regime. In particular, this extends the asymptotic expansions of Gaussian function space integrals developed in Schilder (1966) and Ellis and Rosen (1982) to the singular setting, where the field is no longer a function, but just a distribution. As a consequence, we deduce limit theorems, specifically the law of large numbers and the central limit theorem for the -measure in the low-temperature limit.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Mathematical Modeling in Engineering · Gas Dynamics and Kinetic Theory
