24–28 Mar 2025
Europe/Zurich timezone

Deep learning full phase-space measurement of high $Q^2$ ep collisions at HERA

27 Mar 2025, 09:00
20m
Baltic

Baltic

QCD with Heavy Flavors and Hadronic Final States WG4: QCD with Heavy Flavors and Hadronic Final States

Speaker

Miguel Arratia

Description

Using modern machine learning, a measurement of all outgoing particles from high $Q^2$ electron-proton collisions is presented using data recorded with the H1 detector at HERA. The resulting differential cross section is unbinned and multi-dimensional, yet unfolded to the particle level. It thus allows for flexible reinterpretations.

Authors

Daniel Britzger (Max-Planck-Institut für Physik München) H1 Collaboration (DESY) Miguel Arratia Stefan Schmitt (Deutsches Elektronen-Synchrotron (DE)) Zhiqing Philippe Zhang (IJCLab, Orsay (FR))

Presentation materials

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