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Fast and Reliable Probabilistic Reflectometry Inversion with Prior-Amortized Neural Posterior Estimation

V Starostin, M Dax, A Gerlach, A Hinderhofer… - arXiv preprint arXiv …, 2024 - arxiv.org

… Our method, Prior-Amortized Neural Posterior Estimation (PANPE), combines simulation-based inference with novel adaptive priors that inform the inference network …

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BibTeX

@misc{starostin2024fastreliableprobabilisticreflectometry,
      title={Fast and Reliable Probabilistic Reflectometry Inversion with Prior-Amortized Neural Posterior Estimation}, 
      author={Vladimir Starostin and Maximilian Dax and Alexander Gerlach and Alexander Hinderhofer and Álvaro Tejero-Cantero and Frank Schreiber},
      year={2024},
      eprint={2407.18648},
      archivePrefix={arXiv},
      primaryClass={physics.app-ph},
      url={https//arxiv.org/abs/2407.18648}, 
}

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