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Flow matching for atmospheric retrieval of exoplanets: Where reliability meets adaptive noise levels
Timothy D. Gebhard, Jonas Wildberger, Maximilian Dax, Annalena Kofler, Daniel Angerhausen, Sascha P. Quanz and Bernhard Schölkopf Astronomy & Astrophysics 693 A42 (2025) https://doi.org/10.1051/0004-6361/202451861
Machine-assisted classification of potential biosignatures in Earth-like exoplanets using low signal-to-noise ratio transmission spectra
David S Duque-Castaño, Jorge I Zuluaga and Lauren Flor-Torres Monthly Notices of the Royal Astronomical Society 539(2) 1528 (2025) https://doi.org/10.1093/mnras/staf563
Comparing Grid Model Fitting Methodologies for Low-temperature Atmospheres: Markov Chain Monte Carlo versus Random Forest Retrieval
Detecting Atmospheric CO2 Trends as Population-level Signatures for Long-term Stable Water Oceans and Biotic Activity on Temperate Terrestrial Exoplanets
Janina Hansen, Daniel Angerhausen, Sascha P. Quanz, Derek Vance, Björn S. Konrad, Emily O. Garvin, Eleonora Alei, Jens Kammerer and Felix A. Dannert The Astrophysical Journal 988(1) 116 (2025) https://doi.org/10.3847/1538-4357/addc6e
Earth as an Exoplanet. III. Using Empirical Thermal Emission Spectra as an Input for Atmospheric Retrieval of an Earth-twin Exoplanet