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