A Neural Network based Search for Earth Analogs in Kepler Data

Kepler was designed to find Earth-sized planets in Earth-like orbits, but its catalogue of Earth-analogue planet candidates is contaminated by instrumental artifacts. To try to solve this problem, we have developed a neural network architecture that allows to classify individual transits of possible...

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Bibliographic Details
Main Authors: Viaña, Javier, Vanderburg, Andrew, Fang, Mason
Language:en_US
Published: The 2023 Emerging Researchers in Exoplanet Science Symposium (ERES VIII @ Yale) 2023
Online Access:https://hdl.handle.net/1721.1/150973