Exploring the spectroscopic diversity of type Ia supernovae with Deep Learning and Unsupervised Clustering

Emille E. O. Ishida, Michele Sasdelli, Ricardo Vilalta, Michel Aguena, Vinicius C. Busti, Hugo Camacho, Arlindo M. M. Trindade, Fabian Gieseke, Rafael S. de Souza, Yabebal T. Fantaye, Paolo A. Mazzali. Exploring the spectroscopic diversity of type Ia supernovae with Deep Learning and Unsupervised Clustering. In Massimo Brescia, S. George Djorgovski, Eric D. Feigelson, Giuseppe Longo, Stefano Cavuoti, editors, Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016. Volume 12 of Proceedings of the International Astronomical Union, pages 247-252, Cambridge University Press, 2016. [doi]

Abstract

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