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Machine Learning for Astrophysics978-3-031-34167-0Series ISSN 1570-6591 Series E-ISSN 1570-6605短程旅游 发表于 2025-3-22 01:31:23
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Classification of Evolved Stars with (Unsupervised) Machine Learning,wavelength photometric measurements. The foundation is a custom made reference dataset compiled from available stellar catalogues for target sources—AGB, Wolf Rayet, luminous blue variable and red supergiant stars. Our results indicate that applying HDBSCAN to UMAP’s feature representation seems to be the most effective approach for this usecase.制定法律 发表于 2025-3-22 17:25:43
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Event Reconstruction for Neutrino Telescopes,ance to many physics analyses and searches, and improvements in both accuracy and speed have a direct, positive impact on the science. This proceeding will shortly review some common reconstruction methods, and present a few novel event reconstruction algorithms based on machine learning.