A supervised neural network classifier for solar Stokes V profile shapes is introduced, tested on DKIST, Hinode, GREGOR, and simulations, and used for the first statistical DKIST/ViSP quiet Sun inversion analysis.
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Application of Deep Learning to the Classification of Stokes Profiles: From the Quiet Sun to Sunspots
A supervised neural network classifier for solar Stokes V profile shapes is introduced, tested on DKIST, Hinode, GREGOR, and simulations, and used for the first statistical DKIST/ViSP quiet Sun inversion analysis.