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Peeking inside the Black Box: Interpreting Deep Learning Models for
  Exoplanet Atmospheric Retrievals

Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals

23 November 2020
K. H. Yip
Q. Changeat
N. Nikolaou
M. Morvan
B. Edwards
Ingo P. Waldmann
Giovanna Tinetti
ArXivPDFHTML

Papers citing "Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals"

3 / 3 papers shown
Title
Predicting Exoplanetary Features with a Residual Model for Uniform and
  Gaussian Distributions
Predicting Exoplanetary Features with a Residual Model for Uniform and Gaussian Distributions
Andrew Sweet
OOD
42
0
0
16 Jun 2024
Searching for Novel Chemistry in Exoplanetary Atmospheres using Machine
  Learning for Anomaly Detection
Searching for Novel Chemistry in Exoplanetary Atmospheres using Machine Learning for Anomaly Detection
Roy T. Forestano
Konstantin T. Matchev
Katia Matcheva
Eyup B. Unlu
11
2
0
15 Aug 2023
Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional
  Analysis and Symbolic Regression
Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression
Konstantin T. Matchev
Katia Matcheva
Alexander Roman
19
30
0
22 Dec 2021
1