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Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights
  from winning the Ariel Data Challenge 2023 using Normalizing Flows

Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows

17 September 2023
Mayeul Aubin
C. Cuesta-Lázaro
Ethan Tregidga
Javier Viana
C. Garraffo
Iouli E. Gordon
M. López-Morales
R. Hargreaves
Vladimir Yu. Makhnev
J. Drake
D. Finkbeiner
P. Cargile
ArXiv (abs)PDFHTML

Papers citing "Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows"

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