Yip, Kai Hou https://orcid.org/0000-0002-9616-1524
Changeat, Quentin https://orcid.org/0000-0001-6516-4493
Nikolaou, Nikolaos https://orcid.org/0000-0001-8453-7574
Morvan, Mario https://orcid.org/0000-0001-8587-2112
Edwards, Billy https://orcid.org/0000-0002-5494-3237
Waldmann, Ingo P. https://orcid.org/0000-0002-4205-5267
Tinetti, Giovanna https://orcid.org/0000-0001-6058-6654
Funding for this research was provided by:
UKRI ∣ Science and Technology Facilities Council (ST/K502406/1)
UKRI ∣ Science and Technology Facilities Council (ST/P000282/1)
UKRI ∣ Science and Technology Facilities Council (ST/P002153/1)
UKRI ∣ Science and Technology Facilities Council (ST/S002634/1)
EC ∣ European Research Council (758892)
EC ∣ European Research Council (776403)
Article Title: Peeking inside the Black Box: Interpreting Deep-learning Models for Exoplanet Atmospheric Retrievals
Journal Title: The Astronomical Journal
Article Type: paper
Copyright Information: © 2021. The American Astronomical Society. All rights reserved.
Publication dates
Date Received: 2020-11-22
Date Accepted: 2021-07-20
Online publication date: 2021-10-13