Introduction
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Competition: Ariel Data Challenge 2024: Extracting exoplanetary signals from the Ariel Space Telescope

ML Activities in Ariel

Ingo Waldmann

2024 Introduction
in
Competition: Ariel Data Challenge 2024: Extracting exoplanetary signals from the Ariel Space Telescope

Abstract

This talk presents an overview of the various ML applications being developed and implemented across different aspects of the Space Mission. We discuss how ML techniques are being utilized in a few key areas: lightcurve analysis, atmospheric retrieval, and speeding up simulations. The talk will conclude with a discussion of ongoing challenges and future directions, as we prepare for launch in 2029

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