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Amortized Bayesian Inference of GISAXS Data with Normalizing Flows

M Zhdanov, L Randolph, T Kluge… - arXiv preprint arXiv …, 2022 - arxiv.org
Computer Science paper cs.LG Suggest

… As the likelihood of the data-generating process is intractable, we employ simulation-based inference [11] via NFs. Due to the scarcity of experimental data, we train the model on …

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BibTeX

@misc{zhdanov2022amortized,
      title={Amortized Bayesian Inference of GISAXS Data with Normalizing Flows}, 
      author={Maksim Zhdanov and Lisa Randolph and Thomas Kluge and Motoaki Nakatsutsumi and Christian Gutt and Marina Ganeva and Nico Hoffmann},
      year={2022},
      eprint={2210.01543},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

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