Two-dimensional billiards are Turing complete

We show that two-dimensional billiard systems can simulate universal Turing machines. Billiards serve as idealized models of particle motion with elastic reflections and arise naturally as limits of smooth Hamiltonian systems under steep confining potentials, and as an exact reformulation of hard-sphere gas dynamics. By invoking the undecidability of the halting problem, originally established by Turing, our results show that undecidable trajectories arise in these physically natural billiard-type models. We further discuss, at the level of analogy, a connection to collision-chain limits in celestial mechanics, where near-collision dynamics exhibit billiard-like symbolic itineraries.

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Publication Details

Journal
Proceedings of the National Academy of Sciences
Published
2026-09-10
DOI
https://doi.org/10.1073/pnas.2614500123
Primary Topic
Quantum chaos and dynamical systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Two-dimensional billiards are Turing complete

Eva Miranda, Isaac Ramos
Proceedings of the National Academy of Sciences
Quantum chaos and dynamical systems
article

Two-dimensional billiards are Turing complete

Eva Miranda, Isaac Ramos
article en

Abstract

We show that two-dimensional billiard systems can simulate universal Turing machines. Billiards serve as idealized models of particle motion with elastic reflections and arise naturally as limits of smooth Hamiltonian systems under steep confining potentials, and as an exact reformulation of hard-sphere gas dynamics. By invoking the undecidability of the halting problem, originally established by Turing, our results show that undecidable trajectories arise in these physically natural billiard-type models. We further discuss, at the level of analogy, a connection to collision-chain limits in celestial mechanics, where near-collision dynamics exhibit billiard-like symbolic itineraries.

Proceedings of the National Academy of SciencesVol. 123(37)
ETH Zurich (CH), Centre de Recerca Matemàtica (ES), Universitat Politècnica de Catalunya (ES)
Alexander von Humboldt-Stiftung, Fundación BBVA, Ministerio de Ciencia, Innovación y Universidades, Branco Weiss Fellowship – Society in Science, Institució Catalana de Recerca i Estudis Avançats, Banco Bilbao Vizcaya Argentaria, Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona, Agencia Estatal de Investigación
Openalex Percentile: Top 96%
Quantum chaos and dynamical systems
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