3 papers
astro-ph.EP2026
The JWST Early Release Science Program for Direct Observations of Exoplanetary Systems VIII: patchy forsterite and enstatite clouds in the atmosphere of VHS 1256 b, retrieval lessons learned and outlook to the future
Niall Whiteford, Jacqueline K. Faherty, Ben Burningham +123
JWST defines a new era for the data-driven approach of retrieval modelling, which has become a cornerstone tool for the statistical inference of exoplanetary and brown dwarf proper…
astro-ph.EP2025
The model for cloudy substellar atmospheres: A grid of self-consistent substellar atmosphere models with microphysical cloud formation
Beatriz Campos Estrada, David A. Lewis, Christiane Helling +3
State-of-the-art JWST observations are unveiling unprecedented views into the atmospheres of substellar objects in the infrared, further highlighting the importance of clouds. Curr…
astro-ph.EP2024
FlopPITy: Enabling self-consistent exoplanet atmospheric retrievals with machine learning
Francisco Ardévol Martínez, Michiel Min, Daniela Huppenkothen +2
Interpreting the observations of exoplanet atmospheres to constrain physical and chemical properties is typically done using Bayesian retrieval techniques. Because these methods re…