Identifying Potential Exomoon Signals with Convolutional Neural Networks

no code implementations • 22 Sep 2021 • Alex Teachey, David Kipping

We then apply the CNN ensemble to light curves from 1880 Kepler Objects of Interest with periods $>10$ days ($\sim$57, 000 individual transits), and further test the accuracy of the CNN classifier by injecting planet transits into each light curve, thus quantifying the extent to which residual stellar activity may result in false positive classifications.

A resonant pair of warm giant planets revealed by TESS

1 code implementation • 11 Feb 2019 • David Kipping, David Nesvorný, Joel Hartman, Guillermo Torres, Gaspar Bakos, Tiffany Jansen, Alex Teachey

We present the discovery of a pair of transiting giant planets, TOI-216b and c, using four sectors of TESS photometry.

Earth and Planetary Astrophysics