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
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