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Simulation Based Inference of BNS Kilonova Properties A Case Study with AT2017gfo

PA Darc, CR Bom, BMO Fraga, CD Kilpatrick - arXiv preprint arXiv …, 2023 - arxiv.org
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… We propose here to use Simulation-based Inference (SBI) techniques to infer the physical parameters of BNS kilonovae from their spectra, using simulations produced …

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BibTeX

@misc{darc2024kilonovaspectralinversemodelling,
title={Kilonova Spectral Inverse Modelling with Simulation-Based Inference An Amortized Neural Posterior Estimation Analysis},
author={P. Darc and Clecio R. Bom and Bernardo M. O. Fraga and Charlie D. Kilpatrick},
year={2024},
eprint={2311.09471},
archivePrefix={arXiv},
primaryClass={astro-ph.HE},
url={https//arxiv.org/abs/2311.09471},
}

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