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Neural Simulation-Based Inference of the Neutron Star Equation of State directly from Telescope Spectra

L Brandes, C Modi, A Ghosh, D Farrell… - arXiv preprint arXiv …, 2024 - arxiv.org
Astrophysics paper astro-ph.HE Suggest
… In simulation-based inference (SBI), our goal is to train a conditional normalizing flow to learn the likelihood distribution, p(s λ, ν). This is achieved my minimizing the …
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BibTeX

@misc{brandes2024neuralsimulationbasedinferenceneutron,
      title={Neural Simulation-Based Inference of the Neutron Star Equation of State directly from Telescope Spectra}, 
      author={Len Brandes and Chirag Modi and Aishik Ghosh and Delaney Farrell and Lee Lindblom and Lukas Heinrich and Andrew W. Steiner and Fridolin Weber and Daniel Whiteson},
      year={2024},
      eprint={2403.00287},
      archivePrefix={arXiv},
      primaryClass={astro-ph.HE},
      doi={https//doi.org/10.1088/1475-7516/2024/09/009},
      url={https//arxiv.org/abs/2403.00287}, 
}

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