Surrogate light curve models for kilonovae with comprehensive wind ejecta outflows and parameter estimation for AT2017gfo

arXiv:2211.04363 · astro-ph.HE · Submitted 2022-11-08 · Read on arXiv

astro-ph.HE

Submitted: 2022-11-08

Updated: 2023-03-13

Comments: 15 pages, 6 figures, data available in Zenodo (https://zenodo.org/record/7335961) and GitHub (https://github.com/markoris/surrogate_kne)

Journal ref: Phys. Rev. Res. 5, 013168 (2023)

DOI: 10.1103/PhysRevResearch.5.013168

Code: https://github.com/markoris/surrogate_kne

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Adam — 9× in this paper · explained in 2 episodes
Los Alamos National Laboratory — 8× in this paper
Abundance — 6× in this paper · explained in 1 episode
Active Learning — 2× in this paper · explained in 6 episodes
Consistency — 2× in this paper · explained in 3 episodes
Fidelity — 2× in this paper · explained in 2 episodes
Bayesian Inference — 1× in this paper · explained in 5 episodes
Calibration — 1× in this paper · explained in 7 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
National Science Foundation — 1× in this paper
Robustness — 1× in this paper · explained in 5 episodes

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