50 citations · 98 across the 5 of their papers we have counts for
3 papers · 1 filter
RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks
J. Emmanuel Johnson, Sairam Sundaresan, Tansu Daylan +6
Magnetic activity in stars manifests as dark spots on their surfaces that modulate the brightness observed by telescopes. These light curves contain important information on stella…
A method for finding anomalous astronomical light curves and their analogs
Juan Rafael Martínez-Galarza, Federica Bianco, Dennis Crake +4
Our understanding of the Universe has profited from deliberate, targeted studies of known phenomena, as well as from serendipitous, unexpected discoveries, such as the discovery of…
Density Based Outlier Scoring on Kepler Data
Daniel Giles, Lucianne Walkowicz
In the present era of large scale surveys, big data presents new challenges to the discovery process for anomalous data. Such data can be indicative of systematic errors, extreme (…