Work

Simple universal models capture all classical spin physics

Year: 2016
Type: article
Abstract: Spin models are used in many studies of complex systems because they exhibit rich macroscopic behavior despite their microscopic simplicity. Here, we prove that all the physics of every classical spin model is reproduced in the low-energy sector of certain "universal models," with at most polynomial overhead. This holds for classical models with discrete or continuous degrees of freedom. We prove necessary and sufficient conditions for a spin model to be universal and show that one of the simplest and most widely studied spin models, the two-dimensional Ising model with fields, is universal. Our results may facilitate physical simulations of Hamiltonians with complex interactions.
Source: Science
Language: English
Open Access status: green
OpenAlex ID: W2301457663
FWCI: 8.508
Cites: 42
Cited by: 114
Related to: 10