Reweighting and analysing event generator systematics by neural networks on high-level features

Abstract The state-of-the-art deep learning (DL) models for jet classification use jet constituent information directly, improving performance tremendously. This draws attention to interpretability, namely, the decision-making process, correlations contributing to the classification, and high-level...

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Bibliographic Details
Main Authors: Amon Furuichi, Sung Hak Lim, Mihoko M. Nojiri
Format: Article
Language:English
Published: SpringerOpen 2025-07-01
Series:Journal of High Energy Physics
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Online Access:https://doi.org/10.1007/JHEP07(2025)111
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