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Kinematic Emergence of the Page Curve in a Local Transverse-Field Ising Model

arXiv Quantum Physics
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⚡ Quantum Brief
Researchers demonstrated the first controllable quantum spin-chain model replicating the Page curve—a key signature of black hole evaporation—using only local interactions in a transverse-field Ising system. The team coupled two Ising chains, simulating Hawking-like evaporation by dynamically shrinking the "system" chain while expanding the "environment" chain, with matrix product states tracking real-time unitary evolution. Remarkably, the Page curve emerged even without Hamiltonian coupling across the boundary, proving that Hilbert-space reduction alone can drive this behavior, challenging prior assumptions about information dynamics. Criticality played a decisive role: smooth Page curves appeared at critical points, while non-critical conditions distorted entanglement growth, linking quantum phase transitions to black hole information paradoxes. This work positions near-term quantum hardware as a viable platform for studying black hole-inspired information physics, using simple, locally interacting spin chains.
Kinematic Emergence of the Page Curve in a Local Transverse-Field Ising Model

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Quantum Physics arXiv:2603.17000 (quant-ph) [Submitted on 17 Mar 2026] Title:Kinematic Emergence of the Page Curve in a Local Transverse-Field Ising Model Authors:Samuel J. W. Jones, M. Basil Altaie, Benjamin T. H. Varcoe View a PDF of the paper titled Kinematic Emergence of the Page Curve in a Local Transverse-Field Ising Model, by Samuel J. W. Jones and 2 other authors View PDF HTML (experimental) Abstract:We present a controllable quantum spin-chain model that reproduces the Page curve (the rise-and-fall of bipartite entanglement expected in black-hole evaporation), using only local interactions and a kinematic reduction of the subsystem size. Two transverse-field Ising chains are coupled to form a pure bipartite state; Hawking-like evaporation is implemented by dynamically shrinking the 'system' chain and enlarging the 'environment' chain, while unitary real-time evolution is simulated with matrix product state (MPS) tensor networks. The characteristic Page curve profile emerges robustly under this controlled subsystem resizing and notably persists even when the explicit Hamiltonian coupling across the boundary is set to zero, demonstrating that shrinking Hilbert-space dimension alone can generate Page curve behaviour. We show that the detailed shape of the curve depends on the internal information dynamics: operation at criticality yields a smooth profile, whereas moving away from criticality distorts entanglement growth and decay. These results position locally interacting spin chains as a realistic platform for probing black-hole-inspired information dynamics on current quantum hardware. Comments: Subjects: Quantum Physics (quant-ph) Cite as: arXiv:2603.17000 [quant-ph] (or arXiv:2603.17000v1 [quant-ph] for this version) https://doi.org/10.48550/arXiv.2603.17000 Focus to learn more arXiv-issued DOI via DataCite (pending registration) Submission history From: Samuel J.W. Jones [view email] [v1] Tue, 17 Mar 2026 18:00:02 UTC (800 KB) Full-text links: Access Paper: View a PDF of the paper titled Kinematic Emergence of the Page Curve in a Local Transverse-Field Ising Model, by Samuel J. W. Jones and 2 other authorsView PDFHTML (experimental)TeX Source view license Current browse context: quant-ph new | recent | 2026-03 References & Citations INSPIRE HEP NASA ADSGoogle Scholar Semantic Scholar export BibTeX citation Loading... BibTeX formatted citation × loading... Data provided by: Bookmark Bibliographic Tools Bibliographic and Citation Tools Bibliographic Explorer Toggle Bibliographic Explorer (What is the Explorer?) Connected Papers Toggle Connected Papers (What is Connected Papers?) Litmaps Toggle Litmaps (What is Litmaps?) scite.ai Toggle scite Smart Citations (What are Smart Citations?) Code, Data, Media Code, Data and Media Associated with this Article alphaXiv Toggle alphaXiv (What is alphaXiv?) Links to Code Toggle CatalyzeX Code Finder for Papers (What is CatalyzeX?) DagsHub Toggle DagsHub (What is DagsHub?) GotitPub Toggle Gotit.pub (What is GotitPub?) Huggingface Toggle Hugging Face (What is Huggingface?) Links to Code Toggle Papers with Code (What is Papers with Code?) ScienceCast Toggle ScienceCast (What is ScienceCast?) Demos Demos Replicate Toggle Replicate (What is Replicate?) Spaces Toggle Hugging Face Spaces (What is Spaces?) Spaces Toggle TXYZ.AI (What is TXYZ.AI?) Related Papers Recommenders and Search Tools Link to Influence Flower Influence Flower (What are Influence Flowers?) Core recommender toggle CORE Recommender (What is CORE?) Author Venue Institution Topic About arXivLabs arXivLabs: experimental projects with community collaborators arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. Which authors of this paper are endorsers? | Disable MathJax (What is MathJax?)

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Source: arXiv Quantum Physics