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Training Data Generation : Based on the previous work [39], we assumed that the noise spectra S(ω) follow some complex yet well-defined functional form

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quant-ph 1

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2025 1

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CONDITIONAL 1

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Expedited Noise Spectroscopy of Transmon Qubits

quant-ph · 2025-02-02 · conditional · novelty 5.0

A CNN trained on synthetic data can infer the dephasing noise spectrum of IBM transmon qubits from a single CPMG decay curve, enabling rapid and time-resolved noise characterization.

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  • Expedited Noise Spectroscopy of Transmon Qubits quant-ph · 2025-02-02 · conditional · none · ref 1

    A CNN trained on synthetic data can infer the dephasing noise spectrum of IBM transmon qubits from a single CPMG decay curve, enabling rapid and time-resolved noise characterization.