A Machine Learning Approach to Exoplanet Atmospheric Retrieval: Application to Optical Filter Ranking
Transmission spectroscopy probes the composition and structure of exoplanetary atmospheres. However, traditional retrieval methods such as Markov Chain Monte Carlo and nested sampling are computationally expensive, often taking hours or days per spectrum. In this work, we employ the random forest re...
Αποθηκεύτηκε σε:
| Κύριοι συγγραφείς: | , , , , |
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| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
IOP Publishing
2026-01-01
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| Σειρά: | The Astronomical Journal |
| Θέματα: | |
| Διαθέσιμο Online: | https://doi.org/10.3847/1538-3881/ae78df |
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