Discovery of Small Ultra-short-period Planets Orbiting KG Dwarfs in Kepler Survey Using GPU Phase Folding and Deep Learning Detection System

no code implementations • 28 Dec 2023 • Kaitlyn Wang, Jian Ge, Kevin Willis, Kevin Wang, Yinan Zhao

K01821. b is a sub-Earth with a radius of $0. 648R_\oplus$, orbiting a G dwarf over a 0. 91978-day period.

The GPU Phase Folding and Deep Learning Method for Detecting Exoplanet Transits

no code implementations • 4 Dec 2023 • Kaitlyn Wang, Jian Ge, Kevin Willis, Kevin Wang, Yinan Zhao

This paper presents GPFC, a novel Graphics Processing Unit (GPU) Phase Folding and Convolutional Neural Network (CNN) system to detect exoplanets using the transit method.

Discovering Faint and High Apparent Motion Rate Near-Earth Asteroids Using A Deep Learning Program

no code implementations • 19 Aug 2022 • Franklin Wang, Jian Ge, Kevin Willis

Although many near-Earth objects have been found by ground-based telescopes, some fast-moving ones, especially those near detection limits, have been missed by observatories.