Finite Size Scaling of Probability Distributions in SU(2) Lattice Gauge Theory and Phi^4 Field Theory
Stuart Staniford-Chen

TL;DR
This paper demonstrates that the finite size scaled probability distributions of the order parameter in SU(2) lattice gauge theory and phi^4 field theory are identical, supporting their shared universality class and showcasing a method for analyzing phase transitions.
Contribution
It introduces a method of comparing finite size scaled probability distributions in different models to identify universality classes, specifically linking SU(2) gauge theory to the Ising class.
Findings
Distributions are identical for both models
Supports SU(2) in the Ising universality class
Method can be applied to other phase transition studies
Abstract
For a system near a second order phase transition, the probability distribution for the order parameter can be given a finite size scaling form. This fact is used to compare the finite temperature phase transition for the Wilson lines in d=3+1 SU(2) lattice gauge theory with the phase transition in d=3 phi^4 field theory. I exhibit the finite size scaled probability distributions in the form of a function of two variables (the reduced `temperature' and the magnetization) for both models. The two surfaces look identical, and an analysis of the errors also suggests that they are the same. This strengthens the idea that the SU(2) effective line theory is in the Ising universality class. I argue for the wider application of the method used here.
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
TopicsTheoretical and Computational Physics · Complex Systems and Time Series Analysis · Stochastic processes and statistical mechanics
