Metastates and Replica Symmetry Breaking
C.M. Newman, N. Read, and D.L. Stein

TL;DR
This review explores metastates as mathematical tools to understand complex thermodynamic systems, especially disordered spin glasses, and discusses how replica symmetry breaking manifests in finite-dimensional cases.
Contribution
It introduces the concept of metastates, discusses their properties, and analyzes their implications for spin-glass phases and replica symmetry breaking in finite dimensions.
Findings
Metastates provide a framework for analyzing disordered systems.
Different scenarios for spin-glass phases are discussed.
Implications for replica symmetry breaking are examined.
Abstract
In this review we define and discuss metastates, mathematical tools with general applicability to thermodynamic systems which are particularly useful when working with disordered or inhomogeneous short-range systems. In an infinite such system there may be many competing thermodynamic states, which can lead to the absence of a straightforward thermodynamic limit of local correlation functions. A metastate is a probability measure on the infinite-volume thermodynamic states that restores the connection between those states and the Gibbs states observed in finite volumes. After introducing the basic metastates and discussing their properties, we present possible scenarios for the spin-glass phase and discuss what the metastate approach reveals about how replica symmetry breaking would manifest itself in finite-dimensional short-range spin glasses.
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 · Complex Network Analysis Techniques
