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

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 cons...

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Main Authors: Tulskii, Vasilii (Author) , Arratia, M. (Author) , Baghdasaryan, A. (Author) , Baty, A. (Author) , Begzsuren, K. (Author) , Belousov, A. (Author) , Bolz, A. (Author) , Boudry, V. (Author) , Brandt, G. (Author) , Britzger, D. (Author) , Buniatyan, A. (Author) , Bystritskaya, L. (Author) , Campbell, A. J. (Author) , Cantun Avila, K. B. (Author) , Cerny, K. (Author) , Chekelian, V. (Author) , Chen, Z. (Author) , Contreras, J. G. (Author) , Cunqueiro Mendez, L. (Author) , Cvach, J. (Author) , Dainton, J. B. (Author) , Daum, K. (Author) , Deshpande, A. (Author) , Diaconu, C. (Author) , Eckerlin, G. (Author) , Egli, S. (Author) , Elsen, E. (Author) , Favart, L. (Author) , Fedotov, A. (Author) , Feltesse, J. (Author) , Fleischer, M. (Author) , Fomenko, A. (Author) , Gal, C. (Author) , Gayler, J. (Author) , Goerlich, L. (Author) , Gogitidze, N. (Author) , Gouzevitch, M. (Author) , Grab, C. (Author) , Greenshaw, T. (Author) , Grindhammer, G. (Author) , Haidt, D. (Author) , Henderson, R. C. W. (Author) , Hessler, J. (Author) , Hladký, J. (Author) , Hoffmann, D. (Author) , Horisberger, R. (Author) , Hreus, T. (Author) , Huber, Florian (Author) , Jacobs, P. M. (Author) , Jacquet, M. (Author) , Janssen, T. (Author) , Jung, A. W. (Author) , Jung, H. (Author) , Kapichine, M. (Author) , Katzy, J. (Author) , Kiesling, C. (Author) , Klein, M. (Author) , Kleinwort, C. (Author) , Klest, H. T. (Author) , Kogler, R. (Author) , Kostka, P. (Author) , Kretzschmar, J. (Author) , Krücker, D. (Author) , Krüger, K. (Author) , Landon, M. P. J. (Author) , Lange, W. (Author) , Laycock, P. (Author) , Lee, S. H. (Author) , Levonian, S. (Author) , Li, W. (Author) , Lin, J. (Author) , Lipka, K. (Author) , List, B. (Author) , List, J. (Author) , Lobodzinski, B. (Author) , Malinovski, E. (Author) , Martyn, H.-U. (Author) , Maxfield, S. J. (Author) , Mehta, A. (Author) , Meyer, A. B. (Author) , Meyer, J. (Author) , Mikocki, S. (Author) , Mondal, M. M. (Author) , Morozov, A. (Author) , Müller, K. (Author) , Nachman, B. (Author) , Naumann, Th. (Author) , Newman, P. R. (Author) , Niebuhr, C. (Author) , Nowak, G. (Author) , Olsson, J. E. (Author) , Ozerov, D. (Author) , Park, S. (Author) , Pascaud, C. (Author) , Patel, G. D. (Author) , Perez, E. (Author) , Petrukhin, A. (Author) , Picuric, I. (Author) , Pitzl, D. (Author) , Polifka, R. (Author) , Preins, S. (Author) , Radescu, V. (Author) , Raicevic, N. (Author) , Ravdandorj, T. (Author) , Reimer, P. (Author) , Rizvi, E. (Author) , Robmann, P. (Author) , Roosen, R. (Author) , Rostovtsev, A. (Author) , Rotaru, M. (Author) , Sankey, D. P. C. (Author) , Sauter, M. (Author) , Sauvan, E. (Author) , Schmitt, S. (Author) , Schmookler, B. A. (Author) , Schoeffel, L. (Author) , Schöning, André (Author) , Sefkow, F. (Author) , Shushkevich, S. (Author) , Soloviev, Y. (Author) , Sopicki, P. (Author) , South, D. (Author) , Spaskov, V. (Author) , Specka, A. (Author) , Steder, M. (Author) , Stella, B. (Author) , Straumann, U. (Author) , Sun, C. (Author) , Sykora, T. (Author) , Thompson, P. D. (Author) , Traynor, D. (Author) , Tseepeldorj, B. (Author) , Tu, Z. (Author) , Valkárová, A. (Author) , Vallée, C. (Author) , Van Mechelen, P. (Author) , Wegener, D. (Author) , Wünsch, E. (Author) , Žáček, J. (Author) , Zhang, J. (Author) , Zhang, Z. (Author) , Žlebčík, R. (Author) , Zohrabyan, H. (Author) , Zomer, F. (Author)
Corporate Author: H1 Collaboration (Author)
Format: Article (Journal)
Language:English
Published: April 2022
In: Physical review letters
Year: 2022, Volume: 128, Issue: 13, Pages: 1-9
ISSN:1079-7114
DOI:10.1103/PhysRevLett.128.132002
Online Access:Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1103/PhysRevLett.128.132002
Verlag, lizenzpflichtig, Volltext: https://link.aps.org/doi/10.1103/PhysRevLett.128.132002
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Author Notes:H1 Collaboration, V. Andreev, M. Arratia, A. Baghdasaryan, A. Baty, K. Begzsuren, A. Belousov, A. Bolz, V. Boudry, G. Brandt, D. Britzger, A. Buniatyan, L. Bystritskaya, A. J. Campbell, K. B. Cantun Avila, K. Cerny, V. Chekelian, Z. Chen, J. G. Contreras, L. Cunqueiro Mendez, J. Cvach, J. B. Dainton, K. Daum, A. Deshpande, C. Diaconu, G. Eckerlin, S. Egli, E. Elsen, L. Favart, A. Fedotov, J. Feltesse, M. Fleischer, A. Fomenko, C. Gal, J. Gayler, L. Goerlich, N. Gogitidze, M. Gouzevitch, C. Grab, T. Greenshaw, G. Grindhammer, D. Haidt, R. C. W. Henderson, J. Hessler, J. Hladký, D. Hoffmann, R. Horisberger, T. Hreus, F. Huber, P. M. Jacobs, M. Jacquet, T. Janssen, A. W. Jung, H. Jung, M. Kapichine, J. Katzy, C. Kiesling, M. Klein, C. Kleinwort, H. T. Klest, R. Kogler, P. Kostka, J. Kretzschmar, D. Krücker, K. Krüger, M. P. J. Landon, W. Lange, P. Laycock, S. H. Lee, S. Levonian, W. Li, J. Lin, K. Lipka, B. List, J. List, B. Lobodzinski, E. Malinovski, H.-U. Martyn, S. J. Maxfield, A. Mehta, A. B. Meyer, J. Meyer, S. Mikocki, M. M. Mondal, A. Morozov, K. Müller, B. Nachman, Th. Naumann, P. R. Newman, C. Niebuhr, G. Nowak, J. E. Olsson, D. Ozerov, S. Park, C. Pascaud, G. D. Patel, E. Perez, A. Petrukhin, I. Picuric, D. Pitzl, R. Polifka, S. Preins, V. Radescu, N. Raicevic, T. Ravdandorj, P. Reimer, E. Rizvi, P. Robmann, R. Roosen, A. Rostovtsev, M. Rotaru, D. P. C. Sankey, M. Sauter, E. Sauvan, S. Schmitt, B. A. Schmookler, L. Schoeffel, A. Schöning, F. Sefkow, S. Shushkevich, Y. Soloviev, P. Sopicki, D. South, V. Spaskov, A. Specka, M. Steder, B. Stella, U. Straumann, C. Sun, T. Sykora, P. D. Thompson, D. Traynor, B. Tseepeldorj, Z. Tu, A. Valkárová, C. Vallée, P. Van Mechelen, D. Wegener, E. Wünsch, J. Žáček, J. Zhang, Z. Zhang, R. Žlebčík, H. Zohrabyan, and F. Zomer

MARC

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245 1 0 |a Measurement of lepton-jet correlation in deep-inelastic scattering with the H1 detector using machine learning for unfolding  |c H1 Collaboration, V. Andreev, M. Arratia, A. Baghdasaryan, A. Baty, K. Begzsuren, A. Belousov, A. Bolz, V. Boudry, G. Brandt, D. Britzger, A. Buniatyan, L. Bystritskaya, A. J. Campbell, K. B. Cantun Avila, K. Cerny, V. Chekelian, Z. Chen, J. G. Contreras, L. Cunqueiro Mendez, J. Cvach, J. B. Dainton, K. Daum, A. Deshpande, C. Diaconu, G. Eckerlin, S. Egli, E. Elsen, L. Favart, A. Fedotov, J. Feltesse, M. Fleischer, A. Fomenko, C. Gal, J. Gayler, L. Goerlich, N. Gogitidze, M. Gouzevitch, C. Grab, T. Greenshaw, G. Grindhammer, D. Haidt, R. C. W. Henderson, J. Hessler, J. Hladký, D. Hoffmann, R. Horisberger, T. Hreus, F. Huber, P. M. Jacobs, M. Jacquet, T. Janssen, A. W. Jung, H. Jung, M. Kapichine, J. Katzy, C. Kiesling, M. Klein, C. Kleinwort, H. T. Klest, R. Kogler, P. Kostka, J. Kretzschmar, D. Krücker, K. Krüger, M. P. J. Landon, W. Lange, P. Laycock, S. H. Lee, S. Levonian, W. Li, J. Lin, K. Lipka, B. List, J. List, B. Lobodzinski, E. Malinovski, H.-U. Martyn, S. J. Maxfield, A. Mehta, A. B. Meyer, J. Meyer, S. Mikocki, M. M. Mondal, A. Morozov, K. Müller, B. Nachman, Th. Naumann, P. R. Newman, C. Niebuhr, G. Nowak, J. E. Olsson, D. Ozerov, S. Park, C. Pascaud, G. D. Patel, E. Perez, A. Petrukhin, I. Picuric, D. Pitzl, R. Polifka, S. Preins, V. Radescu, N. Raicevic, T. Ravdandorj, P. Reimer, E. Rizvi, P. Robmann, R. Roosen, A. Rostovtsev, M. Rotaru, D. P. C. Sankey, M. Sauter, E. Sauvan, S. Schmitt, B. A. Schmookler, L. Schoeffel, A. Schöning, F. Sefkow, S. Shushkevich, Y. Soloviev, P. Sopicki, D. South, V. Spaskov, A. Specka, M. Steder, B. Stella, U. Straumann, C. Sun, T. Sykora, P. D. Thompson, D. Traynor, B. Tseepeldorj, Z. Tu, A. Valkárová, C. Vallée, P. Van Mechelen, D. Wegener, E. Wünsch, J. Žáček, J. Zhang, Z. Zhang, R. Žlebčík, H. Zohrabyan, and F. Zomer 
246 3 3 |a Measurement of lepton-jet correlation in deep-inelastic scattering with the H one detector using machine learning for unfolding 
264 1 |c April 2022 
300 |a 9 
336 |a Text  |b txt  |2 rdacontent 
337 |a Computermedien  |b c  |2 rdamedia 
338 |a Online-Ressource  |b cr  |2 rdacarrier 
500 |a Published 31 March 2022 
500 |a Gesehen am 29.06.2022 
520 |a 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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700 1 |a Arratia, M.  |e VerfasserIn  |4 aut 
700 1 |a Baghdasaryan, A.  |e VerfasserIn  |4 aut 
700 1 |a Baty, A.  |e VerfasserIn  |4 aut 
700 1 |a Begzsuren, K.  |e VerfasserIn  |4 aut 
700 1 |a Belousov, A.  |e VerfasserIn  |4 aut 
700 1 |a Bolz, A.  |e VerfasserIn  |4 aut 
700 1 |a Boudry, V.  |e VerfasserIn  |4 aut 
700 1 |a Brandt, G.  |e VerfasserIn  |4 aut 
700 1 |a Britzger, D.  |e VerfasserIn  |4 aut 
700 1 |a Buniatyan, A.  |e VerfasserIn  |4 aut 
700 1 |a Bystritskaya, L.  |e VerfasserIn  |4 aut 
700 1 |a Campbell, A. J.  |e VerfasserIn  |4 aut 
700 1 |a Cantun Avila, K. B.  |e VerfasserIn  |4 aut 
700 1 |a Cerny, K.  |e VerfasserIn  |4 aut 
700 1 |a Chekelian, V.  |e VerfasserIn  |4 aut 
700 1 |a Chen, Z.  |e VerfasserIn  |4 aut 
700 1 |a Contreras, J. G.  |e VerfasserIn  |4 aut 
700 1 |a Cunqueiro Mendez, L.  |e VerfasserIn  |4 aut 
700 1 |a Cvach, J.  |e VerfasserIn  |4 aut 
700 1 |a Dainton, J. B.  |e VerfasserIn  |4 aut 
700 1 |a Daum, K.  |e VerfasserIn  |4 aut 
700 1 |a Deshpande, A.  |e VerfasserIn  |4 aut 
700 1 |a Diaconu, C.  |e VerfasserIn  |4 aut 
700 1 |a Eckerlin, G.  |e VerfasserIn  |4 aut 
700 1 |a Egli, S.  |e VerfasserIn  |4 aut 
700 1 |a Elsen, E.  |e VerfasserIn  |4 aut 
700 1 |a Favart, L.  |e VerfasserIn  |4 aut 
700 1 |a Fedotov, A.  |e VerfasserIn  |4 aut 
700 1 |a Feltesse, J.  |e VerfasserIn  |4 aut 
700 1 |a Fleischer, M.  |e VerfasserIn  |4 aut 
700 1 |a Fomenko, A.  |e VerfasserIn  |4 aut 
700 1 |a Gal, C.  |e VerfasserIn  |4 aut 
700 1 |a Gayler, J.  |e VerfasserIn  |4 aut 
700 1 |a Goerlich, L.  |e VerfasserIn  |4 aut 
700 1 |a Gogitidze, N.  |e VerfasserIn  |4 aut 
700 1 |a Gouzevitch, M.  |e VerfasserIn  |4 aut 
700 1 |a Grab, C.  |e VerfasserIn  |4 aut 
700 1 |a Greenshaw, T.  |e VerfasserIn  |4 aut 
700 1 |a Grindhammer, G.  |e VerfasserIn  |4 aut 
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700 1 |a Hessler, J.  |e VerfasserIn  |4 aut 
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700 1 |a Hoffmann, D.  |e VerfasserIn  |4 aut 
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700 1 |a Kiesling, C.  |e VerfasserIn  |4 aut 
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700 1 |a Kretzschmar, J.  |e VerfasserIn  |4 aut 
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700 1 |a Schoeffel, L.  |e VerfasserIn  |4 aut 
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773 0 8 |i Enthalten in  |t Physical review letters  |d College Park, Md. : APS, 1958  |g 128(2022), 13, Artikel-ID 132002, Seite 1-9  |h Online-Ressource  |w (DE-627)268756899  |w (DE-600)1472655-5  |w (DE-576)077609441  |x 1079-7114  |7 nnas  |a Measurement of lepton-jet correlation in deep-inelastic scattering with the H1 detector using machine learning for unfolding 
773 1 8 |g volume:128  |g year:2022  |g number:13  |g elocationid:132002  |g pages:1-9  |g extent:9  |a Measurement of lepton-jet correlation in deep-inelastic scattering with the H1 detector using machine learning for unfolding 
856 4 0 |u https://doi.org/10.1103/PhysRevLett.128.132002  |x Verlag  |x Resolving-System  |z lizenzpflichtig  |3 Volltext 
856 4 0 |u https://link.aps.org/doi/10.1103/PhysRevLett.128.132002  |x Verlag  |z lizenzpflichtig  |3 Volltext 
951 |a AR 
992 |a 20220629 
993 |a Article 
994 |a 2022 
998 |g 1028091052  |a Schöning, André  |m 1028091052:Schöning, André  |d 130000  |d 130200  |e 130000PS1028091052  |e 130200PS1028091052  |k 0/130000/  |k 1/130000/130200/  |p 117 
999 |a KXP-PPN1808560175  |e 415865064X 
BIB |a Y 
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SRT |a H1COLLABORMEASUREMEN2022 

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