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Andreev V, Arratia M, Baghdasaryan A, Baty A, Begzsuren K, Belousov A, Bolz A, Boudry V, Brandt G, Britzger D, Buniatyan A, Bystritskaya L, Campbell AJ, Cantun Avila KB, Cerny K, Chekelian V, Chen Z, Contreras JG, Cunqueiro Mendez L, Cvach J, Dainton JB, Daum K, Deshpande A, Diaconu C, Eckerlin G, Egli S, Elsen E, Favart L, Fedotov A, Feltesse J, Fleischer M, Fomenko A, Gal C, Gayler J, Goerlich L, Gogitidze N, Gouzevitch M, Grab C, Greenshaw T, Grindhammer G, Haidt D, Henderson RCW, Hessler J, Hladký J, Hoffmann D, Horisberger R, Hreus T, Huber F, Jacobs PM, Jacquet M, Janssen T, Jung AW, Jung H, Kapichine M, Katzy J, Kiesling C, Klein M, Kleinwort C, Klest HT, Kogler R, Kostka P, Kretzschmar J, Krücker D, Krüger K, Landon MPJ, Lange W, Laycock P, Lee SH, Levonian S, Li W, Lin J, Lipka K, List B, List J, Lobodzinski B, Malinovski E, Martyn HU, Maxfield SJ, Mehta A, Meyer AB, Meyer J, Mikocki S, Mondal MM, Morozov A, Müller K, Nachman B, Naumann T, Newman PR, Niebuhr C, Nowak G, Olsson JE, Ozerov D, Park S, Pascaud C, Patel GD, Perez E, Petrukhin A, Picuric I, Pitzl D, Polifka R, Preins S, Radescu V, Raicevic N, Ravdandorj T, Reimer P, Rizvi E, Robmann P, Roosen R, Rostovtsev A, Rotaru M, Sankey DPC, Sauter M, Sauvan E, Schmitt S, Schmookler BA, Schoeffel L, Schöning A, Sefkow F, Shushkevich S, Soloviev Y, Sopicki P, South D, Spaskov V, Specka A, Steder M, Stella B, Straumann U, Sun C, Sykora T, Thompson PD, Traynor D, Tseepeldorj B, Tu Z, Valkárová A, Vallée C, Van Mechelen P, Wegener D, Wünsch E, Žáček J, Zhang J, Zhang Z, Žlebčík R, Zohrabyan H, Zomer F. Measurement of Lepton-Jet Correlation in Deep-Inelastic Scattering with the H1 Detector Using Machine Learning for Unfolding. Phys Rev Lett 2022; 128:132002. [PMID: 35426724 DOI: 10.1103/physrevlett.128.132002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 12/20/2021] [Accepted: 02/25/2022] [Indexed: 06/14/2023]
Abstract
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 with calculations performed within the context of collinear or transverse-momentum-dependent factorization in quantum chromodynamics as well as Monte Carlo event generators.
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Affiliation(s)
- V Andreev
- Lebedev Physical Institute, Moscow, Russia
| | - M Arratia
- University of California, Riverside, California 92521, USA
| | | | - A Baty
- Rice University, Houston, Texas 77005-1827, USA
| | - K Begzsuren
- Institute of Physics and Technology of the Mongolian Academy of Sciences, Ulaanbaatar, Mongolia
| | - A Belousov
- Lebedev Physical Institute, Moscow, Russia
| | - A Bolz
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - V Boudry
- LLR, Ecole Polytechnique, CNRS/IN2P3, Palaiseau, France
| | - G Brandt
- II. Physikalisches Institut, Universität Göttingen, Göttingen, Germany
| | - D Britzger
- Max-Planck-Institut für Physik, München, Germany
| | - A Buniatyan
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - L Bystritskaya
- Institute for Theoretical and Experimental Physics, Moscow, Russia
| | - A J Campbell
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - K B Cantun Avila
- Departamento de Fisica Aplicada, CINVESTAV, Mérida, Yucatán, México
| | - K Cerny
- Joint Laboratory of Optics, Palacký University, Olomouc, Czech Republic
| | - V Chekelian
- Max-Planck-Institut für Physik, München, Germany
| | - Z Chen
- Shandong University, Shandong, People's Republic of China
| | - J G Contreras
- Departamento de Fisica Aplicada, CINVESTAV, Mérida, Yucatán, México
| | | | - J Cvach
- Institute of Physics, Academy of Sciences of the Czech Republic, Praha, Czech Republic
| | - J B Dainton
- Department of Physics, University of Liverpool, Liverpool, United Kingdom
| | - K Daum
- Fachbereich C, Universität Wuppertal, Wuppertal, Germany
| | - A Deshpande
- Stony Brook University, Stony Brook, New York 11794, USA
| | - C Diaconu
- Aix Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France
| | - G Eckerlin
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - S Egli
- Paul Scherrer Institut, Villigen, Switzerland
| | - E Elsen
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - L Favart
- Inter-University Institute for High Energies ULB-VUB, Brussels and Universiteit Antwerpen, Antwerp, Belgium
| | - A Fedotov
- Institute for Theoretical and Experimental Physics, Moscow, Russia
| | - J Feltesse
- Irfu/SPP, CE Saclay, Gif-sur-Yvette, France
| | - M Fleischer
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - A Fomenko
- Lebedev Physical Institute, Moscow, Russia
| | - C Gal
- Stony Brook University, Stony Brook, New York 11794, USA
| | - J Gayler
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - L Goerlich
- Institute of Nuclear Physics Polish Academy of Sciences, Krakow, Poland
| | | | - M Gouzevitch
- Université Claude Bernard Lyon 1, CNRS/IN2P3, Villeurbanne, France
| | - C Grab
- Institut für Teilchenphysik, ETH, Zürich, Switzerland
| | - T Greenshaw
- Department of Physics, University of Liverpool, Liverpool, United Kingdom
| | | | - D Haidt
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - R C W Henderson
- Department of Physics, University of Lancaster, Lancaster, United Kingdom
| | - J Hessler
- Max-Planck-Institut für Physik, München, Germany
| | - J Hladký
- Institute of Physics, Academy of Sciences of the Czech Republic, Praha, Czech Republic
| | - D Hoffmann
- Aix Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France
| | | | - T Hreus
- Physik-Institut der Universität Zürich, Zürich, Switzerland
| | - F Huber
- Physikalisches Institut, Universität Heidelberg, Heidelberg, Germany
| | - P M Jacobs
- Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
| | - M Jacquet
- IJCLab, Université Paris-Saclay, CNRS/IN2P3, Orsay, France
| | - T Janssen
- Inter-University Institute for High Energies ULB-VUB, Brussels and Universiteit Antwerpen, Antwerp, Belgium
| | - A W Jung
- Department of Physics and Astronomy, Purdue University, West Lafayette, Indiana 47907, USA
| | - H Jung
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - M Kapichine
- Joint Institute for Nuclear Research, Dubna, Russia
| | - J Katzy
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - C Kiesling
- Max-Planck-Institut für Physik, München, Germany
| | - M Klein
- Department of Physics, University of Liverpool, Liverpool, United Kingdom
| | - C Kleinwort
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - H T Klest
- Stony Brook University, Stony Brook, New York 11794, USA
| | - R Kogler
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - P Kostka
- Department of Physics, University of Liverpool, Liverpool, United Kingdom
| | - J Kretzschmar
- Department of Physics, University of Liverpool, Liverpool, United Kingdom
| | - D Krücker
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - K Krüger
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - M P J Landon
- School of Physics and Astronomy, Queen Mary, University of London, London, United Kingdom
| | - W Lange
- Deutsches Elektronen-Synchrotron DESY, Zeuthen, Germany
| | - P Laycock
- Brookhaven National Laboratory, Upton, New York 11973, USA
| | - S H Lee
- University of Michigan, Ann Arbor, Michigan 48109, USA
| | - S Levonian
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - W Li
- Rice University, Houston, Texas 77005-1827, USA
| | - J Lin
- Rice University, Houston, Texas 77005-1827, USA
| | - K Lipka
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - B List
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - J List
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | | | | | - H-U Martyn
- I. Physikalisches Institut der RWTH, Aachen, Germany
| | - S J Maxfield
- Department of Physics, University of Liverpool, Liverpool, United Kingdom
| | - A Mehta
- Department of Physics, University of Liverpool, Liverpool, United Kingdom
| | - A B Meyer
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - J Meyer
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - S Mikocki
- Institute of Nuclear Physics Polish Academy of Sciences, Krakow, Poland
| | - M M Mondal
- Stony Brook University, Stony Brook, New York 11794, USA
| | - A Morozov
- Joint Institute for Nuclear Research, Dubna, Russia
| | - K Müller
- Physik-Institut der Universität Zürich, Zürich, Switzerland
| | - B Nachman
- Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
| | - Th Naumann
- Deutsches Elektronen-Synchrotron DESY, Zeuthen, Germany
| | - P R Newman
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - C Niebuhr
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - G Nowak
- Institute of Nuclear Physics Polish Academy of Sciences, Krakow, Poland
| | - J E Olsson
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - D Ozerov
- Paul Scherrer Institut, Villigen, Switzerland
| | - S Park
- Stony Brook University, Stony Brook, New York 11794, USA
| | - C Pascaud
- IJCLab, Université Paris-Saclay, CNRS/IN2P3, Orsay, France
| | - G D Patel
- Department of Physics, University of Liverpool, Liverpool, United Kingdom
| | | | - A Petrukhin
- Université Claude Bernard Lyon 1, CNRS/IN2P3, Villeurbanne, France
| | - I Picuric
- Faculty of Science, University of Montenegro, Podgorica, Montenegro
| | - D Pitzl
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - R Polifka
- Faculty of Mathematics and Physics, Charles University, Praha, Czech Republic
| | - S Preins
- University of California, Riverside, California 92521, USA
| | - V Radescu
- Department of Physics, Oxford University, Oxford, United Kingdom
| | - N Raicevic
- Faculty of Science, University of Montenegro, Podgorica, Montenegro
| | - T Ravdandorj
- Institute of Physics and Technology of the Mongolian Academy of Sciences, Ulaanbaatar, Mongolia
| | - P Reimer
- Institute of Physics, Academy of Sciences of the Czech Republic, Praha, Czech Republic
| | - E Rizvi
- School of Physics and Astronomy, Queen Mary, University of London, London, United Kingdom
| | - P Robmann
- Physik-Institut der Universität Zürich, Zürich, Switzerland
| | - R Roosen
- Inter-University Institute for High Energies ULB-VUB, Brussels and Universiteit Antwerpen, Antwerp, Belgium
| | - A Rostovtsev
- Institute for Information Transmission Problems RAS, Moscow, Russia
| | - M Rotaru
- Horia Hulubei National Institute for R&D in Physics and Nuclear Engineering (IFIN-HH), Bucharest, Romania
| | - D P C Sankey
- STFC, Rutherford Appleton Laboratory, Didcot, Oxfordshire, United Kingdom
| | - M Sauter
- Physikalisches Institut, Universität Heidelberg, Heidelberg, Germany
| | - E Sauvan
- LAPP, Université de Savoie, CNRS/IN2P3, Annecy-le-Vieux, France
- Aix Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France
| | - S Schmitt
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - B A Schmookler
- Stony Brook University, Stony Brook, New York 11794, USA
| | | | - A Schöning
- Physikalisches Institut, Universität Heidelberg, Heidelberg, Germany
| | - F Sefkow
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - S Shushkevich
- Lomonosov Moscow State University, Skobeltsyn Institute of Nuclear Physics, Moscow, Russia
| | - Y Soloviev
- Lebedev Physical Institute, Moscow, Russia
| | - P Sopicki
- Institute of Nuclear Physics Polish Academy of Sciences, Krakow, Poland
| | - D South
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - V Spaskov
- Joint Institute for Nuclear Research, Dubna, Russia
| | - A Specka
- LLR, Ecole Polytechnique, CNRS/IN2P3, Palaiseau, France
| | - M Steder
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - B Stella
- Dipartimento di Fisica Università di Roma Tre and INFN Roma 3, Roma, Italy
| | - U Straumann
- Physik-Institut der Universität Zürich, Zürich, Switzerland
| | - C Sun
- Shandong University, Shandong, People's Republic of China
| | - T Sykora
- Faculty of Mathematics and Physics, Charles University, Praha, Czech Republic
| | - P D Thompson
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - D Traynor
- School of Physics and Astronomy, Queen Mary, University of London, London, United Kingdom
| | - B Tseepeldorj
- Institute of Physics and Technology of the Mongolian Academy of Sciences, Ulaanbaatar, Mongolia
- Ulaanbaatar University, Ulaanbaatar, Mongolia
| | - Z Tu
- Brookhaven National Laboratory, Upton, New York 11973, USA
| | - A Valkárová
- Faculty of Mathematics and Physics, Charles University, Praha, Czech Republic
| | - C Vallée
- Aix Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France
| | - P Van Mechelen
- Inter-University Institute for High Energies ULB-VUB, Brussels and Universiteit Antwerpen, Antwerp, Belgium
| | - D Wegener
- Institut für Physik, TU Dortmund, Dortmund, Germany
| | - E Wünsch
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - J Žáček
- Faculty of Mathematics and Physics, Charles University, Praha, Czech Republic
| | - J Zhang
- Shandong University, Shandong, People's Republic of China
| | - Z Zhang
- IJCLab, Université Paris-Saclay, CNRS/IN2P3, Orsay, France
| | - R Žlebčík
- Faculty of Mathematics and Physics, Charles University, Praha, Czech Republic
| | | | - F Zomer
- IJCLab, Université Paris-Saclay, CNRS/IN2P3, Orsay, France
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