Catalytic Quantum Error Correction recovers known target states from noisy copies with F > 0.96 using only eight copies by preserving coherent modes and applying a CPMG-Clifford-swap-test pipeline, bypassing magnitude thresholds of standard QEC.
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Click timing in a gated single-photon detector shifts strongly with pulse energy, enabling attacks that toggle detections between adjacent time slots in QKD.
Physics-informed quantum neural networks trained on noisy measurements can construct nontrivial decision boundaries to classify quantum states via order parameters and are suited for NISQ hardware due to links with Markovian open many-body systems.
citing papers explorer
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Energy-time attack on detectors in quantum key distribution
Click timing in a gated single-photon detector shifts strongly with pulse energy, enabling attacks that toggle detections between adjacent time slots in QKD.
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Getting large-scale quantum neural networks ready for quantum hardware
Physics-informed quantum neural networks trained on noisy measurements can construct nontrivial decision boundaries to classify quantum states via order parameters and are suited for NISQ hardware due to links with Markovian open many-body systems.