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Efficient Ground-State Manifold Amplification for Rydberg Atom Arrays via Houdayer Cluster Updates

Andrew J. Ochoa, Martin J. A. Schuetz, Helmut G. Katzgraber · 2026 · arXiv

DOI: 10.48550/arXiv.2610.28528 · open-access PDF

Hindi

हम एक हाइब्रिड क्वांटम-क्लासिक दृष्टिकोण का प्रदर्शन करते हैं जो अधिकतम स्वतंत्र सेट मुद्दों के जमीन की बहुतायतों का पता लगाने के लिए है, जिसमें क्वांटम हार्डवेयर प्रारंभिक समाधान प्रदान करता है और एक पूरी तरह से क्लासिक पोस्ट-प्रसंस्करण एल्गोरिथ्म उन्हें विस्तारित करता है, जो क्वांटम हार्डवेयर मापों की समाधान विविधता को कई क्रमों तक बढ़ाता है।

Machine translation (Meta M2M100); the English original follows.

Abstract

We demonstrate a hybrid quantum-classical approach for exploring ground-state manifolds of maximum independent set problems, in which quantum hardware supplies the initial solutions and an entirely classical post-processing algorithm expands them, increasing the solution diversity of quantum hardware measurements by up to several orders of magnitude. Quantum optimization devices, while capable of generating high-quality solutions, can suffer from fundamental sampling limitations. This is particularly problematic for applications that strongly depend on a large variety of uncorrelated optimal s

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