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Preprint Aug 2026

Constant-depth adaptive preparation of Dicke and symmetric states

Efficient preparation of Dicke states and, more generally, permutation-symmetric states is important for quantum metrology, quantum networking, and collective quantum information processing. Measurements and classical feedforward enable low-depth preparations of these states, with a cost of ancillary qubits. In this wo...

Rui Luo, Jun-Jie Chen, Xiong-Feng Ma · 2 citations
Jul 2026

QAdapt: A Noise-Adaptive Neural Pre-Decoding Framework for Quantum Error Correction

QAdapt is presented, a noise-adaptive neural pre-decoding framework for surface-code quantum error correction that captures local spatiotemporal correlations in syndrome data, sequentially adapting to evolving noise conditions while mitigating catastrophic forgetting, and forwards the residual syndrome to a conventiona...

Ran Miao, Rui Luo, Xiaohan Shan et al. · 0 citations

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