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astro-ph.HE2021

Using Convolutional Neural Networks for the Helicity Classification of Magnetic Fields

Nicolò Oreste Pinciroli Vago, Ibrahim A. Hameed, Michael Kachelriess

The presence of non-zero helicity in intergalactic magnetic fields is a smoking gun for their primordial origin since they have to be generated by processes that break CP invarianc…