Papers

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
Education paper astro-ph.HE Suggest

… We propose here to use Simulation-based Inference (SBI) techniques to infer the physical parameters of BNS kilonovae from their spectra, using simulations produced …

Link to paper

BibTeX

@misc{darc2024kilonova,
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}
}

Share