KilonovAE: Exploring Kilonova Spectral Features with Autoencoders

KilonovAE: Exploring Kilonova Spectral Features with Autoencoders

Kilonovae are likely a key site of heavy r -process element production in the Universe, and their optical/infrared spectra contain insights into both the properties of the ejecta and the conditions of the r -process. However, the event GW170817/AT2017gfo is the only kilonova so far with well-observe...

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Bibliographic Details
Main Authors: N. M. Ford, Nicholas Vieira, John J. Ruan, Daryl Haggard
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:The Astrophysical Journal
Subjects:
Neutron stars
R-process
Radiative transfer simulations
Spectral line identification
Dimensionality reduction
Online Access:https://doi.org/10.3847/1538-4357/ad0b7d

Internet

https://doi.org/10.3847/1538-4357/ad0b7d

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