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Scientific Domain Knowledge Improves Exoplanet Transit Classification with Deep Learning

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

2018 The Astrophysical Journal Letters 869 L7.

  • Provider: AAS Journals

Caption: Figure 1.

Local (left) and global (right) views of the light curves (cyan) and centroids (maroon) for an example confirmed planet (top) and background eclipsing binary (bottom), illustrating how the centroid curves can be used to identify a common type of astrophysical false positive.

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