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tdescore: An Accurate Photometric Classifier for Tidal Disruption Events

Optical surveys have become increasingly adept at identifying candidate tidal disruption events (TDEs) in large numbers, but classifying these generally requires extensive spectroscopic resources. Here we present tdescore , a simple binary photometric classifier that is trained using a systematic ce...

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Main Authors: Robert Stein, Ashish Mahabal, Simeon Reusch, Matthew Graham, Mansi M. Kasliwal, Marek Kowalski, Suvi Gezari, Erica Hammerstein, Szymon J. Nakoneczny, Matt Nicholl, Jesper Sollerman, Sjoert van Velzen, Yuhan Yao, Russ R. Laher, Ben Rusholme
Format: Artigo
Language:Inglês
Published: IOP Publishing 2024-01-01
Series:The Astrophysical Journal Letters
Subjects:
Tidal disruption
Time domain astronomy
Black holes
Galaxy nuclei
Sky surveys
Online Access:https://doi.org/10.3847/2041-8213/ad3337
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