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Convolutional neural networks as an alternative to Bayesian retrievals for interpreting exoplanet transmission spectra2022 Astronomy and Astrophysics article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Francisco Ardévol Martínez, Michiel Min, I. Kamp, Paul I. Palmer
32citations -
A self-supervised, physics-aware, Bayesian neural network architecture for modelling galaxy emission-line kinematics2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
James M Dawson, Timothy A. Davis, Edward L Gomez, Justus Schock
3citations -
FlopPITy: Enabling self-consistent exoplanet atmospheric retrievals with machine learning2024 Astronomy and Astrophysics article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Francisco Ardévol Martínez, Michiel Min, Daniela Huppenkothen, I. Kamp, Paul I. Palmer
13citations -
FlopPITy: Enabling self-consistent exoplanet atmospheric retrievals with machine learning2024 arXiv (Cornell University) preprint Physics and Astronomy Stellar, planetary, and galactic studies Open access
Francisco Ardévol Martínez, Michiel Min, Daniela Huppenkothen, I. Kamp, Paul I. Palmer
0citations -
Precisely measuring the cosmic reionization history from IGM damping wings towards quasars2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Joseph F. Hennawi, Timo Kist, Frederick B. Davies, John Tamanas
13citations
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