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@INPROCEEDINGS{Mikuni:490644,
author = {Mikuni, Vinicius Massami and Nachman, Benjamin},
title = {{M}ulti-differential {J}et {S}ubstructure {M}easurement in
{H}igh ${Q}^2$ {D}eep-{I}nelastic {S}cattering with the {H}1
{D}etector},
reportid = {PUBDB-2022-07879},
year = {2022},
abstract = {A study of different jet observables in high $Q^2$
Deep-Inelastic Scattering events close to the Born
kinematics is presented. Differential and multi-differential
cross-sections are presented as a function of the jet’s
charged constituent multiplicity, momentum dispersion, jet
charge, as well as three values of jet angularities. Results
are split into multiple $Q^2$ intervals, probing the
evolution of jet observables with energy scale. These
measurements probe the description of parton showers and
provide insight into non-perturbative QCD. Unfolded results
are derived without binning using the machine learning-based
method Omnifold. All observables are unfolded simultaneously
by using reconstructedparticles inside jets as inputs to a
graph neural network. Results are compared with a variety of
predictions.},
month = {May},
date = {2022-05-02},
organization = {XXIX International Workshop on
Deep-Inelastic Scattering and Related
Subjects, Santiago de Compostela
(Spain), 2 May 2022 - 6 May 2022},
cin = {H1},
cid = {I:(DE-H253)H1-20120806},
pnm = {899 - ohne Topic (POF4-899)},
pid = {G:(DE-HGF)POF4-899},
experiment = {EXP:(DE-H253)HERA(machine)-20150101},
typ = {PUB:(DE-HGF)6},
url = {https://bib-pubdb1.desy.de/record/490644},
}