Published November 23, 2020 | Version v1
Journal article Open

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

Description

Code Repository for the paper: Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals. 

This is the static version of the code, any updated code will be published on Github. (https://github.com/ucl-exoplanets/Spectra_Sensitivity_analysis)

Files

README.md

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Additional details

Related works

Is cited by
Journal article: arXiv:2011.11284 (arXiv)

Funding

European Commission
ExoplANETS A - Exoplanet Athmosphere New Emission Transmission Spectra Analysis 776403
European Commission
ExoAI - Deciphering super-Earths using Artificial Intelligence 758892
UK Research and Innovation
Quota Studentship 2012 ST/K502406/1