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arxiv: 2209.14489 · v2 · pith:LSJKFZQTnew · submitted 2022-09-29 · ✦ hep-ph · hep-ex

Reconstruction of event kinematics in semi-inclusive deep-inelastic scattering using the hadronic final state and Machine Learning

classification ✦ hep-ph hep-ex
keywords deep-inelasticfinalhadronickinematicslearningmachinemomentumscattering
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Semi-inclusive deep-inelastic scattering (SIDIS) at the Electron-Ion Collider will allow for precise mapping of the 3D momentum and spin structure of nucleons and nuclei over a large kinematic region. In this contribution, we demonstrate methods utilizing the hadronic final state and scattered electron, as well as machine learning, to more reliably reconstruct the virtual photon four momentum and SIDIS kinematics across the inclusive DIS coverage at the EIC.

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