Deep Learning Classification in Asteroseismology

Published in Monthly Notices of the Royal Astronomical Society, 2017

Recommended citation: Hon, M.; Stello, D.; Yu, J..“Deep learning classification in asteroseismology”, 2017, MNRAS, 469, 4578.

This work pioneers the use of deep learning pattern recognition in asteroseismology, where convolutional neural networks are used to identify core helium-burning or hydrogen-shell burning red giants with exceptional accuracy.

doi:10.1093/mnras/stx1174

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