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Fault-tolerant interfaces for quantum LDPC codes

arXiv Quantum Physics
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⚡ Quantum Brief
Researchers Christandl, Fawzi, and Goswami introduced a breakthrough in fault-tolerant quantum state preparation, achieving constant space overhead—a significant improvement over previous polylogarithmic-overhead methods for noisy quantum computers. Their work focuses on quantum LDPC codes, constructing fault-tolerant interfaces that dynamically reduce protection levels without error pileup, enabling efficient decoding across multiple code blocks simultaneously. The team’s decoder gradually lowers encoding levels while increasing parallel block processing, bypassing traditional bottlenecks in error correction and overhead scalability. This advancement expands fault-tolerant schemes for circuits with quantum inputs/outputs, offering a practical toolkit for near-term noisy quantum devices operating under gate noise strength δ. The findings, published in February 2026, mark a step toward scalable quantum error correction, critical for reliable quantum computation in real-world noisy environments.
Fault-tolerant interfaces for quantum LDPC codes

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Quantum Physics arXiv:2602.16948 (quant-ph) [Submitted on 18 Feb 2026] Title:Fault-tolerant interfaces for quantum LDPC codes Authors:Matthias Christandl, Omar Fawzi, Ashutosh Goswami View a PDF of the paper titled Fault-tolerant interfaces for quantum LDPC codes, by Matthias Christandl and 2 other authors View PDF Abstract:The preparation of a quantum state using a noisy quantum computer (gate noise strength $\delta$), will necessarily affect an O($\delta$)-fraction of the qubits, no matter which protocol is used. Here, we show that fault-tolerant quantum state preparation can be achieved with constant space overhead improving on previous constructions requiring polylogarithmic overhead. To achieve this, we add to the toolbox of fault-tolerant schemes for circuits with quantum input and output. More specifically, we construct fault-tolerant interfaces that decrease the level of protection for quantum low-density parity-check (LDPC) codes. When information is encoded in multiple code blocks, our interfaces have constant space overhead. In our decoder construction that change the level of protection by an arbitrary amount, we circumvent bottlenecks to error pileup and overhead by gradual lowering of the level of encoding at the same time as we increase the number of blocks on which decoding is carried out simultaneously. Comments: Subjects: Quantum Physics (quant-ph) Cite as: arXiv:2602.16948 [quant-ph] (or arXiv:2602.16948v1 [quant-ph] for this version) https://doi.org/10.48550/arXiv.2602.16948 Focus to learn more arXiv-issued DOI via DataCite (pending registration) Submission history From: Ashutosh Goswami [view email] [v1] Wed, 18 Feb 2026 23:25:29 UTC (68 KB) Full-text links: Access Paper: View a PDF of the paper titled Fault-tolerant interfaces for quantum LDPC codes, by Matthias Christandl and 2 other authorsView PDFTeX Source view license Current browse context: quant-ph new | recent | 2026-02 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