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  An online framework for fitting fast transient light curves

Barna, T., Reed, B., Andreoni, I., Coughlin, M. W., Dietrich, T., Groom, S. L., et al. (2024). An online framework for fitting fast transient light curves. Monthly Notices of the Royal Astronomical Society, 531(1), 1084-1094. doi:10.1093/mnras/stae1164.

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 Creators:
Barna, Tyler, Author
Reed, Brandon, Author
Andreoni, Igor, Author
Coughlin, Michael W., Author
Dietrich, Tim1, 2, Author           
Groom, Steven L., Author
Laz, Theophile Jegou du, Author
Pang, Peter T. H, Author
Purdum, Josiah N., Author
Rusholme, Ben, Author
Affiliations:
1Multi-messenger Astrophysics of Compact Binaries, AEI-Golm, MPI for Gravitational Physics, Max Planck Society, ou_3329942              
2Astrophysical and Cosmological Relativity, AEI-Golm, MPI for Gravitational Physics, Max Planck Society, Golm, DE, ou_1933290              

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Free keywords: Astrophysics, High Energy Astrophysical Phenomena, astro-ph.HE,Astrophysics, Cosmology and Extragalactic Astrophysics, astro-ph.CO
 Abstract: The identification of extragalactic fast optical transients (eFOTs) as
potential multi-messenger sources is one of the main challenges in time-domain
astronomy. However, recent developments have allowed for probes of
rapidly-evolving transients. With the increasing number of alert streams from
optical time-domain surveys, the next paradigm is building technologies to
rapidly identify the most interesting transients for follow-up. One effort to
make this possible is the fitting of objects to a variety of eFOT lightcurve
models such as kilonovae and $\gamma$-ray burst (GRB) afterglows. In this work,
we describe a new framework designed to efficiently fit transients to light
curve models and flag them for further follow-up. We describe the pipeline's
workflow and a handful of performance metrics, including the nominal sampling
time for each model. We highlight as examples ZTF20abwysqy, the shortest long
gamma ray burst discovered to date, and ZTF21abotose, a core-collapse supernova
initially identified as a potential kilonova candidate.

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 Dates: 2024-04-262024
 Publication Status: Issued
 Pages: Accepted to MNRAS, 11 pages, 9 figures
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: arXiv: 2404.17515
DOI: 10.1093/mnras/stae1164
 Degree: -

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Title: Monthly Notices of the Royal Astronomical Society
Source Genre: Journal
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Pages: - Volume / Issue: 531 (1) Sequence Number: - Start / End Page: 1084 - 1094 Identifier: -