Detecting Solar-like Oscillations in Red Giants with Deep Learning

Published in The Astrophysical Journal, 2018

Recommended citation: Hon, M.; Stello, D.; Zinn, J..“Detecting Solar-like Oscillations in Red Giants with Deep Learning”, 2018, ApJ, 859, 64.

For the first time, we use deep learning-based computer vision to mimic the human eye’s ability in detecting solar-like oscillations in red giants. Thousands of stars can be analyzed in seconds with a human expert-level prowess, making this method into an extremely powerful tool in the era of Big Data in asteroseismology.

doi:10.3847/1538-4357/aabfdb

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