Measurement of lepton-jet correlation in deep-inelastic scattering with the H1 detector using machine learning for unfolding

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68378271%3A_____%2F22%3A00566752" target="_blank" >RIV/68378271:_____/22:00566752 - isvavai.cz</a>
Alternative codes found
RIV/00216208:11320/22:10455201 RIV/61989592:15310/22:73617322
Result on the web
<a href="https://hdl.handle.net/11104/0338045" target="_blank" >https://hdl.handle.net/11104/0338045</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1103/PhysRevLett.128.132002" target="_blank" >10.1103/PhysRevLett.128.132002</a>

Result language
angličtina
Original language name
Measurement of lepton-jet correlation in deep-inelastic scattering with the H1 detector using machine learning for unfolding
Original language description
The first measurement of lepton-jet momentum imbalance and azimuthal correlation in lepton-proton scattering at high momentum transfer is presented. These data, taken with the H1 detector at HERA, are corrected for detector effects using an unbinned machine learning algorithm(MultiFold), which considers eight observables simultaneously in this first application. The unfolded cross sections are compared to calculations performed within the context of collinear or transverse-momentum-dependent (TMD) factorization in Quantum Chromodynamics (QCD) as well as Monte Carlo event generators.
Czech name
—
Czech description
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Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
—
OECD FORD branch
10303 - Particles and field physics

Project
<a href="/en/project/LG14033" target="_blank" >LG14033: Czech collaboration on the projects H1 and CALICE</a><br>
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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