Published October 2025 | Version Published
Journal Article

Formal languages, spin systems, and quasicrystals

  • 1. ROR icon Stanford University
  • 2. ROR icon California Institute of Technology

Abstract

We present a categorical formalism for context-free languages with morphisms given by correspondences obtained from rational transductions. We show that D0L-systems are a special case of the correspondences that define morphisms in this category. We construct a functorial mapping to aperiodic spin chains. We then generalize this construction to a class of mildly context sensitive grammars, the multiple-context-free grammars (MCFG), with a similar functorial mapping to spin systems in higher dimensions, with Boltzmann weights describing interacting spins on vertices of hypercubes. We show that a particular motivating example for this general construction is provided by the Korepin completely integrable model on the icosahedral quasicrystal, which we construct as the spin system associated to a multiple-context-free grammar describing the geometry of the Ammann planes quasilattice. We review the main properties of this spin system, including solvability, bulk free energy, and criticality, based on results of Baxter and the known relation to the Zamolodchikov tetrahedron equation, and we show that the latter has a generalization for the Boltzmann weights on hypercubes of the spin systems associated to more general MCFGs in terms of two dual cubulations of the n-simplex. We formulate analogous questions about bulk free energy and criticality for our construction of spin systems.

Copyright and License

© 2025 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.

Acknowledgement

The first author is supported by the Carl F. Braun Residuary Trust and the Caltech WAVE program for undergraduate research. The second author is supported by NSF grant DMS-2104330.

Additional details

Related works

Is new version of
Discussion Paper: arXiv:2405.12485 (arXiv)

Funding

California Institute of Technology
National Science Foundation
DMS-2104330

Dates

Submitted
2024-06-23
Accepted
2025-06-06
Available
2025-06-11
Available online
Available
2025-06-20
Version of record

Caltech Custom Metadata

Caltech groups
Division of Physics, Mathematics and Astronomy (PMA)
Publication Status
Published