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NVRNet: Physics-Informed Deep Learning for Fast NV Center Hyperfine Characterization

NVRNet uses a sim-to-real DL pipeline to denoise Ramsey PL traces and infer ¹³C hyperfine coupling in diamond NV centers, cutting reconstruction error to 0.44–0.67× raw noise with FFT errors of 0.10–0.19 from minimal sweep data.

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