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Deeply learning deep inelastic scattering kinematics

Abstract We study the use of deep learning techniques to reconstruct the kinematics of the neutral current deep inelastic scattering (DIS) process in electron–proton collisions. In particular, we use simulated data from the ZEUS experiment at the HERA accelerator facility, and train deep neural netw...

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Principais autores: Markus Diefenthaler, Abdullah Farhat, Andrii Verbytskyi, Yuesheng Xu
Format: Artigo
Jezik:Inglês
Izdano: SpringerOpen 2022-11-01
Serija:European Physical Journal C: Particles and Fields
Online dostop:https://doi.org/10.1140/epjc/s10052-022-10964-z
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