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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
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… 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{barret2024simulationbasedinferenceneuralposterior,
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},
url={https//arxiv.org/abs/2401.06061},
}

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