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astro-ph.EP2020★ 7 cited
Machine Learning for Searching the Dark Energy Survey for Trans-Neptunian Objects
B. Henghes, O. Lahav, D. W. Gerdes +56
In this paper we investigate how implementing machine learning could improve the efficiency of the search for Trans-Neptunian Objects (TNOs) within Dark Energy Survey (DES) data wh…
astro-ph.EP2020★ 31 cited
Dynamical Classification of Trans-Neptunian Objects Detected by the Dark Energy Survey
T. Khain, J. C. Becker, Hsing Wen Lin +52
The outer Solar System contains a large number of small bodies (known as trans-Neptunian objects or TNOs) that exhibit diverse types of dynamical behavior. The classification of bo…