A state-derived intrinsic reference basis yields exponentially contracting coherence under aligned dephasing, producing candidate pointer sectors and a logarithmic classicality timescale.
Krantzet al., A quantum engineer’s guide to superconducting qubits, Appl
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Graph neural networks that incorporate local hardware noise parameters as graph features enable quantum error mitigation with better scalability and lower error than traditional global regression methods on 10-16 qubit circuits.
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