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Xiao-Tian Nie

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Preprint Oct 2026

Neural Correlation Learning for Quantum-Enhanced Sensing with Time-Independently Driven Rydberg Atom Arrays

Quantum-enhanced sensing typically relies on preparing specific entangled states. However, engineering these states in scalable many-body systems remains challenging due to the difficulty of designing robust preparation protocols and accounting for realistic noise. We show that evolving a simple product state under nat...

Tao Zhang, Xiao-Tian Nie, Ling-Hui Chen · 0 citations

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