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Learning Electron Bunch Distribution along a FEL Beamline by Normalising Flows

A Willmann, JC Cabadağ, YY Chang, R Pausch… - arXiv preprint arXiv …, 2023 - arxiv.org
Physics paper physics.acc-ph Suggest

… High costs of numerical simulations motivate to use deep learning based methods in order to derive fast and reliable simulation based inference. We suggest a masked autoregressive …

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BibTeX

@misc{willmann2023learningelectronbunchdistribution,
title={Learning Electron Bunch Distribution along a FEL Beamline by Normalising Flows},
author={Anna Willmann and Jurjen Couperus Cabadağ and Yen-Yu Chang and Richard Pausch and Amin Ghaith and Alexander Debus and Arie Irman and Michael Bussmann and Ulrich Schramm and Nico Hoffmann},
year={2023},
eprint={2303.00657},
archivePrefix={arXiv},
primaryClass={physics.acc-ph},
url={https//arxiv.org/abs/2303.00657},
}

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