KilonovaNet: Surrogate models of kilonova spectra with conditional variational autoencoders

ABSTRACT Detailed radiative transfer simulations of kilonova spectra play an essential role in multimessenger astrophysics. Using the simulation results in parameter inference studies requires building a surrogate model from the simulation outputs to use in algorithms requiring sampling. In this wor...

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Bibliographic Details

Published in:	Monthly notices of the Royal Astronomical Society Vol. 516; no. 1; pp. 1137 - 1148
Main Authors:	Lukošiute, K, Raaijmakers, G, Doctor, Z, Soares-Santos, M, Nord, B
Format:	Journal Article
Language:	English
Published:	United Kingdom Oxford University Press 01.09.2022
Subjects:	methods: statistical gravitational waves
ISSN:	0035-8711, 1365-2966
Online Access:	Get full text
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