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astro-ph.SR2025
Finding White Dwarfs' Hidden Companions using an Unsupervised Machine Learning Technique
Xabier Pérez-Couto, Minia Manteiga, Eva Villaver
White dwarfs (WD) with main-sequence (MS) companions are crucial probes of stellar evolution. However, due to the significant difference in their luminosities, the WD is often outs…
astro-ph.IM2025★ 4 cited
Disentangling stellar atmospheric parameters in astronomical spectra using Generative Adversarial Neural Networks
Minia Manteiga, Raúl Santoveña, Marco A. Álvarez +4
A method based on Generative Adversaria! Networks (GANs) is developed for disentangling the physical (effective temperature and gravity) and chemical (metallicity, overabundance of…