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Experimental quantum channel discrimination using metastable states of a trapped ion

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arxiv 2305.14272 v2 pith:HSBCRQW5 submitted 2023-05-23 quant-ph physics.atom-ph

classification quant-phphysics.atom-ph
keywords quantumchanneldiscriminationexperimentalchannelsclassicaldemonstrationskeying
verification ladder T0 review T1 audit T2 compute T3 formal
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abstract

We present experimental demonstrations of accurate and unambiguous single-shot discrimination between three quantum channels using a single trapped $^{40}\text{Ca}^{+}$ ion. The three channels cannot be distinguished unambiguously using repeated single channel queries, the natural classical analogue. We develop techniques for using the 6-dimensional $\text{D}_{5/2}$ state space for quantum information processing, and we implement protocols to discriminate quantum channel analogues of phase shift keying and amplitude shift keying data encodings used in classical radio communication. The demonstrations achieve discrimination accuracy exceeding $99\%$ in each case, limited entirely by known experimental imperfections.

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  1. AutoRAG-LoRA: Hallucination-Triggered Knowledge Retuning via Lightweight Adapters

    cs.CL 2025-07 reject novelty 3.0 of 10

    AutoRAG-LoRA reports a 46.6% relative reduction in classifier-flagged hallucinations on TruthfulQA, but the evaluation uses the same classifier that triggers the corrective training.

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