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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Vydané v:	The Astrophysical journal Ročník 961; číslo 2; s. 165 - 178
Hlavní autori:	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
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Philadelphia The American Astronomical Society 01.02.2024 IOP Publishing
Predmet:	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
On-line prístup:	Získať plný text
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