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Reproducing Bayesian Posterior Distributions for Exoplanet Atmospheric
  Parameter Retrievals with a Machine Learning Surrogate Model

Reproducing Bayesian Posterior Distributions for Exoplanet Atmospheric Parameter Retrievals with a Machine Learning Surrogate Model

16 October 2023
Eyup B. Unlu
Roy T. Forestano
Konstantin T. Matchev
Katia Matcheva
ArXiv (abs)PDFHTML

Papers citing "Reproducing Bayesian Posterior Distributions for Exoplanet Atmospheric Parameter Retrievals with a Machine Learning Surrogate Model"

1 / 1 papers shown
Title
Inferring Atmospheric Properties of Exoplanets with Flow Matching and
  Neural Importance Sampling
Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling
Timothy D. Gebhard
J. Wildberger
Maximilian Dax
Daniel Angerhausen
S. Quanz
Bernhard Schölkopf
55
6
0
13 Dec 2023
1