Directly observing replica symmetry breaking in a vector quantum-optical spin glass
Ronen M. Kroeze, Brendan P. Marsh, David Atri Schuller, Henry S. Hunt, Alexander N. Bourzutschky, Michael Winer, Sarang Gopalakrishnan, Jonathan Keeling, and Benjamin L. Lev

TL;DR
This paper demonstrates the direct observation of replica symmetry breaking and ultrametric hierarchical structure in a driven-dissipative vector quantum spin glass using a quantum gas microscope, bridging theoretical models and physical realization.
Contribution
It introduces a novel experimental realization of a vector quantum spin glass and directly visualizes replica symmetry breaking and ultrametricity in the system.
Findings
Direct measurement of replica symmetry breaking
Visualization of ultrametric hierarchical structure
Observation of glassy spin states in a quantum gas microscope
Abstract
Spin glasses are quintessential examples of complex matter. Although much about their order remains uncertain, abstract models of them inform, e.g., the classification of combinatorial optimization problems, the magnetic ordering in metals with impurities, and artificial intelligence -- where they form a mathematical basis for neural network computing and brain modeling. We demonstrate the ability of an active quantum gas microscope to realize a spin glass of a novel driven-dissipative and vector form. By microscopically visualizing its glassy spin states, the technique allows us to directly measure replica symmetry breaking and the resulting ultrametric hierarchical structure. Ultrametricity is known to be emergent in models of evolution, protein folding, climate change, and infinite-range equilibrium spin glasses; this work shows it to be directly observable in a physically realized…
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
TopicsNeural Networks and Reservoir Computing · Theoretical and Computational Physics · Random lasers and scattering media
