New universality classes govern the critical and multicritical behavior of an active Ising model
Matthew Wong, Chiu Fan Lee

TL;DR
This paper reveals that active motility in the Ising model leads to the emergence of three new universality classes, with one replacing the classical Wilson-Fisher class as the dominant critical behavior in active systems.
Contribution
The study introduces three new universality classes for active Ising models, demonstrating how activity modifies critical scaling behavior through a perturbative renormalization group analysis.
Findings
Identified three new universality classes in active Ising models.
One of the new classes replaces the Wilson-Fisher universality class.
Active density fluctuations influence the critical behavior.
Abstract
The Ising model is one of the most well known models in statistical physics, with its critical behavior governed by the Wilson-Fisher universality class (UC). When active motility is incorporated into the Ising model by, e.g., dictating that the spins' directional movements follow their orientations, the spin number density necessarily constitutes a soft mode in the hydrodynamic description, and can therefore modify the scaling behavior of the system. Here, we show that this is indeed the case in a critical active Ising model in which density can impede the system's collective motion. Specifically, we use a perturbative dynamic renormalization group method to the one-loop level to uncover three new UCs, one of which supersedes the Wilson-Fisher UC to become the generic UC that governs the critical behavior of the active Ising model.
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 · Opinion Dynamics and Social Influence · Statistical Mechanics and Entropy
