Application of Deep Learning to the Classification of Stokes Profiles: From the Quiet Sun to Sunspots
The morphology of circular polarization profiles from solar spectropolarimetric observations encodes information about the magnetic field strength, inclination, and line-of-sight velocity gradients. Previous studies used manual methods or unsupervised machine learning (ML) to classify the shapes of circular polarization profiles. We trained a
Campbell, Ryan J. et al.
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2025