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Simulation-Based Inference with Neural Posterior Estimation applied to X-ray spectral fitting Demonstration of working principles down to the Poisson regime

D Barret, S Dupourqué - arXiv preprint arXiv:2401.06061, 2024 - arxiv.org
Astrophysics paper astro-ph.IM Suggest

… The Simulation-Based Inference approach emulates the traditional Bayesian inference approach. When assessing the parameters of a model, one first defines prior …

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BibTeX

@misc{barret2024simulationbased,
      title={Simulation-Based Inference with Neural Posterior Estimation applied to X-ray spectral fitting Demonstration of working principles down to the Poisson regime}, 
      author={Didier Barret and Simon Dupourqué},
      year={2024},
      eprint={2401.06061},
      archivePrefix={arXiv},
      primaryClass={astro-ph.IM}
}

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