Critical properties of the four-state Commutative Random Permutation Glassy Potts model in three and four dimensions
L. A. Fernandez, A. Maiorano, E. Marinari, V. Martin-Mayor, D., Navarro, D. Sciretti, A. Tarancon, J. L. Velasco

TL;DR
This study uses Monte Carlo simulations and finite size scaling to explore the critical properties of a four-state glassy Potts model in three and four dimensions, revealing a spin-glass phase in four dimensions and suggesting a Kosterlitz-Thouless transition in three.
Contribution
First large-scale simulation of the four-state commutative random permutation glassy Potts model in 3D and 4D, identifying critical behaviors and phase transitions.
Findings
Spin-glass phase observed in 4D
Kosterlitz-Thouless transition suggested in 3D
Large system sizes enabled by FPGA acceleration
Abstract
We investigate the critical properties of the four-state commutative random permutation glassy Potts model in three and four dimensions by means of Monte Carlo simulation and of a finite size scaling analysis. Thanks to the use of a field programmable gate array we have been able to thermalize a large number of samples of systems with large volume. This has allowed us to observe a spin-glass ordered phase in d=4 and to study the critical properties of the transition. In d=3, our results are consistent with the presence of a Kosterlitz-Thouless transition, but we cannot exclude transient effects due to a value of the lower critical dimension slightly below 3.
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.
