Flow Matching Posterior Estimation for Simulation-Based Atmospheric Retrieval of Exoplanets

The characterization of exoplanetary atmospheres allows a deeper understanding of planetary formation, evolution, and habitability through atmospheric retrieval, which consists in inferring various properties of exoplanetary atmospheres given their spectroscopic observations. Traditional atmospheric...

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Bibliografiske detaljer

Principais autores:	Massimiliano Giordano Orsini, Alessio Ferone, Laura Inno, Angelo Casolaro, Antonio Maratea
Format:	Artigo
Sprog:	Inglês
Udgivet:	IEEE 2025-01-01
Serier:	IEEE Access
Fag:	Atmospheric retrieval deep learning exoplanets flow matching generative modeling simulation-based inference
Online adgang:	https://ieeexplore.ieee.org/document/11106493/
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