Papers

SIDE-real Truncated marginal neural ratio estimation for Supernova Ia Dust Extinction with real data

K Karchev, M Grayling, BM Boyd, R Trotta… - arXiv preprint arXiv …, 2024 - arxiv.org

… By utilising truncated marginal neural ratio estimation (TMNRE), a neural network-enabled simulation-based inference technique, we implicitly marginalise over 4000 …

Link to paper

BibTeX

@misc{karchev2024siderealsupernovaiadust,
      title={SIDE-real Supernova Ia Dust Extinction with truncated marginal neural ratio estimation applied to real data}, 
      author={Konstantin Karchev and Matthew Grayling and Benjamin M. Boyd and Roberto Trotta and Kaisey S. Mandel and Christoph Weniger},
      year={2024},
      eprint={2403.07871},
      archivePrefix={arXiv},
      primaryClass={astro-ph.CO},
      doi={https//doi.org/10.1093/mnras/stae995},
      url={https//arxiv.org/abs/2403.07871}, 
}

Share