Scientific Domain Knowledge Improves Exoplanet Transit Classification with Deep Learning

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Megan Ansdell, Yani Ioannou, Hugh P. Osborn, Michele Sasdelli, Jeffrey C. Smith, Douglas Caldwell, Jon M. Jenkins, Chedy Räissi, Daniel Angerhausen

Published: 10 Dec 2018, Last Modified: 27 Jan 2026The Astrophysical Journal LettersEveryoneRevisionsCC BY-SA 4.0
Abstract: Scientific Domain Knowledge Improves Exoplanet Transit Classification with Deep Learning, Ansdell, Megan, Ioannou, Yani, Osborn, Hugh P., Sasdelli, Michele, (2018 NASA Frontier Development Lab Exoplanet Team), Smith, Jeffrey C., Caldwell, Douglas, Jenkins, Jon M., Räissi, Chedy, Angerhausen, Daniel, (2018 NASA Frontier Development Lab Exoplanet Mentors)