Rapid Generation of Kilonova Light Curves Using Conditional Variational Autoencoder

The discovery of the optical counterpart, along with the gravitational waves (GWs) from GW170817, of the first binary neutron star merger has opened up a new era for multimessenger astrophysics. Combining the GW data with the optical counterpart, also known as AT 2017gfo and classified as a kilonova...

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Bibliographic Details
Published in:	The Astrophysical journal Vol. 961; no. 2; pp. 165 - 178
Main Authors:	Saha, Surojit, Williams, Michael J., Datrier, Laurence, Hayes, Fergus, Nicholl, Matt, Kong, Albert K. H., Hendry, Martin, Heng, IK Siong, Lamb, Gavin P., Lin, En-Tzu, Williams, Daniel
Format:	Journal Article
Language:	English
Published:	Philadelphia The American Astronomical Society 01.02.2024 IOP Publishing
Subjects:	Astronomy Astrophysics Binary stars Compact objects Equations of state Gravitational waves Kilonovae Light Light curve Light curves Neural networks Neutron stars Neutrons Optical counterparts (astronomy) Parameters Physical properties Star mergers
ISSN:	0004-637X, 1538-4357
Online Access:	Get full text
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