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Hunting for Polluted White Dwarfs and Other Treasures with Gaia XP Spectra and Unsupervised Machine Learning

White dwarfs (WDs) polluted by exoplanetary material provide the unprecedented opportunity to directly observe the interiors of exoplanets. However, spectroscopic surveys are often limited by brightness constraints, and WDs tend to be very faint, making detections of large populations of polluted WD...

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Hlavní autoři: Malia L. Kao, Keith Hawkins, Laura K. Rogers, Amy Bonsor, Bart H. Dunlap, Jason L. Sanders, M. H. Montgomery, D. E. Winget
Médium: Artigo
Jazyk:Inglês
Vydáno: IOP Publishing 2024-01-01
Edice:The Astrophysical Journal
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On-line přístup:https://doi.org/10.3847/1538-4357/ad5d6e
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