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Solving nonlinear differential equations on noisy $156$-qubit quantum computers

Karla Baumann, Youcef Modheb, Roman Randrianarisoa, Roland Katz, Aoife Boyle, Fr\'ed\'eric Holweck
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⚡ Quantum Brief
Researchers successfully solved nonlinear differential equations on IBM’s 156-qubit quantum computers using a hybrid classical-quantum algorithm (H-DES), marking a milestone for practical quantum simulations. The team demonstrated solutions for a one-dimensional material deformation problem and the inviscid Burgers’ equation, validating the algorithm’s effectiveness on real-world physics challenges. This work leverages Noisy Intermediate-Scale Quantum (NISQ) devices, proving their potential for physically relevant simulations despite current hardware limitations like noise and error rates. The hybrid approach combines classical and quantum processing, optimizing performance for complex equations that traditional computers struggle to solve efficiently. Published in January 2026, the study advances quantum computing’s role in scientific modeling, offering a pathway to scalable simulations in materials science and fluid dynamics.
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Quantum Physics arXiv:2601.04439 (quant-ph) [Submitted on 7 Jan 2026] Title:Solving nonlinear differential equations on noisy $156$-qubit quantum computers Authors:Karla Baumann, Youcef Modheb, Roman Randrianarisoa, Roland Katz, Aoife Boyle, Frédéric Holweck View a PDF of the paper titled Solving nonlinear differential equations on noisy $156$-qubit quantum computers, by Karla Baumann and 4 other authors View PDF Abstract:In this paper, we report on the resolution of nonlinear differential equations using IBM's quantum platform. More specifically, we demonstrate that the hybrid classical-quantum algorithm H-DES successfully solves a one-dimensional material deformation problem and the inviscid Burgers' equation on IBM's 156-qubit quantum computers. These results constitute a step toward performing physically relevant simulations on present-day Noisy Intermediate-Scale Quantum (NISQ) devices. Comments: Subjects: Quantum Physics (quant-ph) Cite as: arXiv:2601.04439 [quant-ph] (or arXiv:2601.04439v1 [quant-ph] for this version) https://doi.org/10.48550/arXiv.2601.04439 Focus to learn more arXiv-issued DOI via DataCite (pending registration) Submission history From: Frédéric Holweck [view email] [v1] Wed, 7 Jan 2026 22:52:42 UTC (1,162 KB) Full-text links: Access Paper: View a PDF of the paper titled Solving nonlinear differential equations on noisy $156$-qubit quantum computers, by Karla Baumann and 4 other authorsView PDFTeX Source view license Current browse context: quant-ph new | recent | 2026-01 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

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