Introduction
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Competition: Ariel Data Challenge 2024: Extracting exoplanetary signals from the Ariel Space Telescope
ML Activities in Ariel
Ingo Waldmann
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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