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Identification of White Dwarfs with Infrared Excesses in DESI DR1 Based on Deep Learning

  • Authors: Nanlu Huang, 柟璐 黄, Ying Mei, 盈 梅, Lei Tan, 磊 谈, Hui Deng, 辉 邓, Feng Wang, 锋 王

Nanlu Huang et al 2026 The Astrophysical Journal Supplement Series 286 .

  • Provider: AAS Journals

Caption: Figure 6.

Representative DESI spectra and composition-dependent photospheric SED fits for DA and DBA WD sources. The expected Balmer and He I line positions are marked in the spectra where relevant. The DA SED was fitted through VOSA using a Koester DA atmosphere model, whereas the DBA SED was fitted using optical-only model selection from the Warwick/Tremblay 1D helium-rich LTE synthetic spectral grid. The WISE measurements were excluded from the DB/DBA model fit and are shown as independent tests of infrared excess.

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