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Quantum annealing and condensed matter physics

arXiv Quantum Physics
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⚡ Quantum Brief
Physicists Viv Kendon and Nicholas Chancellor argue in a February 2026 review that quantum annealing—originally designed for optimization problems—now possesses hardware capabilities sufficient to tackle condensed matter physics challenges. The paper bridges quantum computing and condensed matter research, highlighting how quantum annealers simulate interacting spin systems, offering new tools to study complex quantum materials and phase transitions. Current quantum annealing hardware has matured enough to model disordered systems and neural networks, areas traditionally difficult for classical computers, per the authors’ analysis. The review emphasizes cross-disciplinary collaboration, urging condensed matter physicists to engage with quantum annealing research to refine hardware and expand its scientific applications. A key takeaway is the mutual benefit: quantum annealers could advance condensed matter physics while physicists’ insights may improve annealing techniques and error mitigation.
Quantum annealing and condensed matter physics

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Quantum Physics arXiv:2602.09149 (quant-ph) [Submitted on 9 Feb 2026] Title:Quantum annealing and condensed matter physics Authors:Viv Kendon, Nicholas Chancellor View a PDF of the paper titled Quantum annealing and condensed matter physics, by Viv Kendon and Nicholas Chancellor View PDF HTML (experimental) Abstract:Quantum annealing leverages the properties of interacting quantum spin systems to solve computational problems, typically optimisation problems. Current hardware now has capabilities that can be used to solve condensed matter physics problems, too. In this topical review, we provide an overview of quantum annealing aimed at condensed matter physicists, to show the mutual benefits of working together to understand and improve how quantum annealers work, and to use them to advance condensed matter physics. Comments: Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn) Cite as: arXiv:2602.09149 [quant-ph] (or arXiv:2602.09149v1 [quant-ph] for this version) https://doi.org/10.48550/arXiv.2602.09149 Focus to learn more arXiv-issued DOI via DataCite Submission history From: Viv Kendon [view email] [v1] Mon, 9 Feb 2026 19:52:44 UTC (674 KB) Full-text links: Access Paper: View a PDF of the paper titled Quantum annealing and condensed matter physics, by Viv Kendon and Nicholas ChancellorView PDFHTML (experimental)TeX Source view license Current browse context: quant-ph new | recent | 2026-02 Change to browse by: cond-mat cond-mat.dis-nn 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