239 citations · 1.1k across the 33 of their papers we have counts for
Showing 2018Show all
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astro-ph.EP2018★ 36 cited
Predicting radial-velocity jitter induced by stellar oscillations based on Kepler data
Jie Yu, Daniel Huber, Timothy R. Bedding +1
Radial-velocity (RV) jitter due to intrinsic stellar variability introduces challenges when characterizing exoplanet systems, particularly when studying small (sub-Neptune-sized) p…
astro-ph.SR2018★ 239 cited
Asteroseismology of 16000 Kepler Red Giants: Global Oscillation Parameters, Masses, and Radii
Jie Yu, Daniel Huber, Timothy R. Bedding +4
The Kepler mission has provided exquisite data to perform an ensemble asteroseismic analysis on evolved stars. In this work we systematically characterize solar-like oscillations a…
astro-ph.IM2018★ 70 cited
Deep Learning Classification in Asteroseismology Using an Improved Neural Network: Results on 15000 Kepler Red Giants and Applications to K2 and TESS Data
Marc Hon, Dennis Stello, Jie Yu
Deep learning in the form of 1D convolutional neural networks have previously been shown to be capable of efficiently classifying the evolutionary state of oscillating red giants i…