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Amortized Bayesian Inference for Supernovae in the Era of the Vera Rubin Observatory Using Normalizing Flows

VA Villar - arXiv preprint arXiv:2211.04480, 2022 - arxiv.org
Astrophysics paper astro-ph.HE Suggest

… Here, we present the first simulation-based inference method using normalizing flows, trained to rapidly infer the parameters of toy supernovae model in multivariate, Rubin…

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BibTeX

@misc{villar2022amortized,
      title={Amortized Bayesian Inference for Supernovae in the Era of the Vera Rubin Observatory Using Normalizing Flows}, 
      author={V. Ashley Villar},
      year={2022},
      eprint={2211.04480},
      archivePrefix={arXiv},
      primaryClass={astro-ph.HE}
}

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