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Author

Ran Yang

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Aug 2026

Purity estimation of experimental Werner states via machine learning

This work presents a machine-learning-based protocol to quantify the purity of an arbitrary two-qubit Werner state without requiring knowledge of its underlying ideal form using only nine measurement bases.

Wei Zhou, Meng-Hui Mao, Xin-Hui Li et al. · 0 citations

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