Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural Networks

Zoe L. de Beurs*, Andrew Vanderburg, Christopher J. Shallue, Xavier Dumusque, Andrew Collier Cameron, Lars A. Buchhave, Rosario Cosentino, Adriano Ghedina, Raphaëlle D. Haywood, Nicholas Langellier, David W. Latham, Mercedes López-Morales, Michel Mayor, Giusi Micela, Timothy W. Milbourne, Annelies Mortier, Emilio Molinari, Francesco Pepe, David F. Phillips, Matteo PinamontiGiampaolo Piotto, Ken Rice, Dimitar Sasselov, Alessandro Sozzetti, Stéphane Udry, Christopher A. Watson

*Corresponding author for this work

Research output: Contribution to journalJournal articleResearchpeer-review

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Original languageEnglish
JournalThe Astronomical Journal
ISSN0004-6256
Publication statusSubmitted - 2021

Keywords

  • Astrophysics - Earth and Planetary Astrophysics
  • Astrophysics - Instrumentation and Methods for Astrophysics
  • Astrophysics - Solar and Stellar Astrophysics
  • Computer Science - Machine Learning

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