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Weakly supervised anomaly detection for resonant new physics in the dijet final state using proton-proton collisions at s=13  TeV with the ATLAS detector

G. Aad105, E. Aakvaag17, B. Abbott124, S. Abdelhameed120a, K. Abeling56, N. J. Abicht50, S. H. Abidi30, M. Aboelela46, A. Aboulhorma36e et al. (ATLAS Collaboration)

A. Aboulhorma36e, H. Abramowicz158, Y. Abulaiti121, B. S. Acharya70a,70b,b, A. Ackermann64a, C. Adam Bourdarios4, L. Adamczyk88a, S. V. Addepalli150, M. J. Addison104, J. Adelman119, A. Adiguzel22c, T. Adye138, A. A. Affolder140, Y. Afik41, M. N. Agaras13, A. Aggarwal103, C. Agheorghiesei28c, F. Ahmadov40,c, S. Ahuja98, X. Ai144b, G. Aielli77a,77b, A. Aikot170, M. Ait Tamlihat36e, B. Aitbenchikh36a, M. Akbiyik103, T. P. A. Åkesson101, A. V. Akimov152, D. Akiyama175, N. N. Akolkar25, S. Aktas22a, G. L. Alberghi24b, J. Albert172, P. Albicocco54, G. L. Albouy61, S. Alderweireldt53, Z. L. Alegria125, M. Aleksa37, I. N. Aleksandrov40, C. Alexa28b, T. Alexopoulos10, F. Alfonsi24b, M. Algren57, M. Alhroob174, B. Ali136, H. M. J. Ali94,d, S. Ali32, S. W. Alibocus95, M. Aliev34c, G. Alimonti72a, W. Alkakhi56, C. Allaire67, B. M. M. Allbrooke153, J. S. Allen104, J. F. Allen53, P. P. Allport21, A. Aloisio73a,73b, F. Alonso93, C. Alpigiani143, Z. M. K. Alsolami94, A. Alvarez Fernandez103, M. Alves Cardoso57, M. G. Alviggi73a,73b, M. Aly104, Y. Amaral Coutinho84b, A. Ambler107, C. Amelung37, M. Amerl104, C. G. Ames112, D. Amidei109, B. Amini55, K. Amirie162, A. Amirkhanov40, S. P. Amor Dos Santos134a, K. R. Amos170, D. Amperiadou159, S. An85, V. Ananiev129, C. Anastopoulos146, T. Andeen11, J. K. Anders95, A. C. Anderson60, A. Andreazza72a,72b, S. Angelidakis9, A. Angerami43, A. V. Anisenkov40, A. Annovi75a, C. Antel57, E. Antipov152, M. Antonelli54, F. Anulli76a, M. Aoki85, T. Aoki160, M. A. Aparo153, L. Aperio Bella49, C. Appelt158, A. Apyan27, S. J. Arbiol Val89, C. Arcangeletti54, A. T. H. Arce52, J-F. Arguin111, S. Argyropoulos159, J.-H. Arling49, O. Arnaez4, H. Arnold152, G. Artoni76a,76b, H. Asada114, K. Asai122, S. Asai160, N. A. Asbah37, R. A. Ashby Pickering174, A. M. Aslam98, K. Assamagan30, R. Astalos29a, K. S. V. Astrand101, S. Atashi166, R. J. Atkin34a, H. Atmani36f, P. A. Atmasiddha132, K. Augsten136, A. D. Auriol42, V. A. Austrup104, G. Avolio37, K. 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Camerlingo73a,73b, C. Camincher172, M. Campanelli99, A. Camplani44, V. Canale73a,73b, A. C. Canbay3a, E. Canonero98, J. Cantero170, Y. Cao169, F. Capocasa27, M. Capua45b,45a, A. Carbone72a,72b, R. Cardarelli77a, J. C. J. Cardenas8, M. P. Cardiff27, G. Carducci45b,45a, T. Carli37, G. Carlino73a, J. I. Carlotto13, B. T. Carlson133,i, E. M. Carlson172, J. Carmignani95, L. Carminati72a,72b, A. Carnelli4, M. Carnesale37, S. Caron117, E. Carquin141f, I. B. Carr108, S. Carrá72a, G. Carratta24b,24a, A. M. Carroll127, M. P. Casado13,j, M. Caspar49, F. L. Castillo4, L. Castillo Garcia13, V. Castillo Gimenez170, N. F. Castro134a,134e, A. Catinaccio37, J. R. Catmore129, T. Cavaliere4, V. Cavaliere30, L. J. Caviedes Betancourt23b, Y. C. Cekmecelioglu49, E. Celebi83, S. Cella37, V. Cepaitis57, K. Cerny126, A. S. Cerqueira84a, A. Cerri75a,75b, L. Cerrito77a,77b, F. Cerutti18a, B. Cervato72a,72b, A. Cervelli24b, G. Cesarini54, S. A. Cetin83, P. M. Chabrillat131, J. Chan18a, W. Y. Chan160, J. D. 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Trzebinski89, A. Trzupek89, F. Tsai152, M. Tsai109, A. Tsiamis159, P. V. Tsiareshka40, S. Tsigaridas163a, A. Tsirigotis159,cc, V. Tsiskaridze162, E. G. Tskhadadze156a, M. Tsopoulou159, Y. Tsujikawa90, I. I. Tsukerman39, V. Tsulaia18a, S. Tsuno85, K. Tsuri122, D. Tsybychev152, Y. Tu65b, A. Tudorache28b, V. Tudorache28b, S. Turchikhin58b,58a, I. Turk Cakir3a, R. Turra72a, T. Turtuvshin40,oo, P. M. Tuts43, S. Tzamarias159,aa, E. Tzovara103, F. Ukegawa164, P. A. Ulloa Poblete141c,141b, E. N. Umaka30, G. Unal37, A. Undrus30, G. Unel166, J. Urban29b, P. Urrejola141a, G. Usai8, R. Ushioda161, M. Usman111, F. Ustuner53, Z. Uysal83, V. Vacek136, B. Vachon107, T. Vafeiadis37, A. Vaitkus99, C. Valderanis112, E. Valdes Santurio48a,48b, M. Valente163a, S. Valentinetti24b,24a, A. Valero170, E. Valiente Moreno170, A. Vallier92, J. A. Valls Ferrer170, D. R. Van Arneman118, T. R. Van Daalen143, A. Van Der Graaf50, H. Z. Van Der Schyf34g, P. Van Gemmeren6, M. Van Rijnbach37, S. Van Stroud99, I. Van Vulpen118, P. Vana137, M. Vanadia77a,77b, U. M. Vande Voorde151, W. Vandelli37, E. R. Vandewall125, D. Vannicola158, L. Vannoli54, R. Vari76a, E. W. Varnes7, C. Varni18b, D. Varouchas67, L. Varriale170, K. E. Varvell154, M. E. Vasile28b, L. Vaslin85, M. D. Vassilev150, A. Vasyukov40, L. M. Vaughan125, R. Vavricka137, T. Vazquez Schroeder13, J. Veatch32, V. Vecchio104, M. J. Veen106, I. Veliscek30, L. M. Veloce162, F. Veloso134a,134c, S. Veneziano76a, A. Ventura71a,71b, S. Ventura Gonzalez139, A. Verbytskyi113, M. Verducci75a,75b, C. Vergis97, M. Verissimo De Araujo84b, W. Verkerke118, J. C. Vermeulen118, C. Vernieri150, M. Vessella166, M. C. Vetterli149,e, A. Vgenopoulos103, N. Viaux Maira141f, T. Vickey146, O. E. Vickey Boeriu146, G. H. A. Viehhauser130, L. Vigani64b, M. Vigl113, M. Villa24b,24a, M. Villaplana Perez170, E. M. Villhauer53, E. Vilucchi54, M. G. Vincter35, A. Visibile118, C. Vittori37, I. Vivarelli24b,24a, E. Voevodina113, F. Vogel112, J. C. Voigt51, P. Vokac136, Yu. Volkotrub88b, E. Von Toerne25, B. Vormwald37, K. Vorobev39, M. Vos170, K. Voss148, M. Vozak37, L. Vozdecky124, N. Vranjes16, M. Vranjes Milosavljevic16, M. Vreeswijk118, N. K. Vu145b,145a, R. Vuillermet37, O. Vujinovic103, I. Vukotic41, I. K. Vyas35, S. Wada164, C. Wagner150, J. M. Wagner18a, W. Wagner178, S. Wahdan178, H. Wahlberg93, C. H. Waits124, J. Walder138, R. Walker112, W. Walkowiak148, A. Wall132, E. J. Wallin101, T. Wamorkar18a, A. Z. Wang140, C. Wang103, C. Wang11, H. Wang18a, J. Wang65c, P. Wang104, P. Wang99, R. Wang62, R. Wang6, S. M. Wang155, S. Wang14, T. Wang63, T. Wang63, W. T. Wang81, W. Wang14, X. Wang169, X. Wang145a, X. Wang49, Y. Wang115a, Y. Wang63, Z. Wang109, Z. Wang145b,52,145a, Z. Wang109, C. Wanotayaroj85, A. Warburton107, R. J. Ward21, A. L. Warnerbring148, N. Warrack60, S. Waterhouse98, A. T. Watson21, H. Watson53, M. F. Watson21, E. Watton60, G. Watts143, B. M. Waugh99, J. M. Webb55, C. Weber30, H. A. Weber19, M. S. Weber20, S. M. Weber64a, C. Wei63, Y. Wei55, A. R. Weidberg130, E. J. Weik121, J. Weingarten50, C. Weiser55, C. J. Wells49, T. Wenaus30, B. Wendland50, T. Wengler37, N. S. Wenke113, N. Wermes25, M. Wessels64a, A. M. Wharton94, A. S. White62, A. White8, M. J. White1, D. Whiteson166, L. Wickremasinghe128, W. Wiedenmann177, M. Wielers138, C. Wiglesworth44, D. J. Wilbern124, H. G. Wilkens37, J. J. H. Wilkinson33, D. M. Williams43, H. H. Williams132, S. Williams33, S. Willocq106, B. J. Wilson104, D. J. Wilson104, P. J. Windischhofer41, F. I. Winkel31, F. Winklmeier127, B. T. Winter55, M. Wittgen150, M. Wobisch100, T. Wojtkowski61, Z. Wolffs118, J. Wollrath37, M. W. Wolter89, H. Wolters134a,134c, M. C. Wong140, E. L. Woodward43, S. D. Worm49, B. K. Wosiek89, K. W. Woźniak89, S. Wozniewski56, K. Wraight60, C. Wu21, M. Wu115b, M. Wu117, S. L. Wu177, S. Wu14, X. Wu57, X. Wu63, Y. Wu63, Z. Wu4, J. Wuerzinger113,v, T. R. Wyatt104, B. M. Wynne53, S. Xella44, L. Xia115a, M. Xia15, M. Xie63, A. Xiong127, J. Xiong18a, D. Xu14, H. Xu63, L. Xu63, R. Xu132, T. Xu109, Y. Xu143, Z. Xu53, Z. Xu115a, B. Yabsley154, S. Yacoob34a, Y. Yamaguchi85, E. Yamashita160, H. Yamauchi164, T. Yamazaki18a, Y. Yamazaki87, S. Yan60, Z. Yan106, H. J. Yang145a,145b, H. T. Yang63, S. Yang63, T. Yang65c, X. Yang37, X. Yang14, Y. Yang160, Y. Yang63, W-M. Yao18a, C. L. Yardley153, H. Ye56, J. Ye14, S. Ye30, X. Ye63, Y. Yeh99, I. Yeletskikh40, B. Yeo18b, M. R. Yexley99, T. P. Yildirim130, P. Yin43, K. Yorita175, S. Younas28b, C. J. S. Young37, C. Young150, N. D. Young127, Y. Yu63, J. Yuan14,115c, M. Yuan109, R. Yuan145b,145a, L. Yue99, M. Zaazoua63, B. Zabinski89, I. Zahir36a, Z. K. Zak89, T. Zakareishvili170, S. Zambito57, J. A. Zamora Saa141d,141b, J. Zang160, D. Zanzi55, R. Zanzottera72a,72b, O. Zaplatilek136, C. Zeitnitz178, H. Zeng14, J. C. Zeng169, D. T. Zenger, Jr.27, O. Zenin39, T. Ženiš29a, S. Zenz97, S. Zerradi36a, D. Zerwas67, M. Zhai14,115c, D. F. Zhang146, J. Zhang144a, J. Zhang6, K. Zhang14,115c, L. Zhang63, L. Zhang115a, P. Zhang14,115c, R. Zhang177, S. Zhang92, T. Zhang160, X. Zhang145a, Y. Zhang143, Y. Zhang99, Y. Zhang63, Y. Zhang115a, Z. Zhang18a, Z. Zhang144a, Z. Zhang67, H. Zhao143, T. Zhao144a, Y. Zhao35, Z. Zhao63, Z. Zhao63, A. Zhemchugov40, J. Zheng115a, K. Zheng169, X. Zheng63, Z. Zheng150, D. Zhong169, B. Zhou109, H. Zhou7, N. Zhou145a, Y. Zhou15, Y. Zhou115a, Y. Zhou7, C. G. Zhu144a, J. Zhu109, X. Zhu145b, Y. Zhu145a, Y. Zhu63, X. Zhuang14, K. Zhukov69, N. I. Zimine40, J. Zinsser64b, M. Ziolkowski148, L. Živković16, A. Zoccoli24b,24a, K. Zoch62, T. G. Zorbas146, O. Zormpa47, W. Zou43, and L. Zwalinski37 (ATLAS Collaboration)

  • 1Department of Physics, University of Adelaide, Adelaide, Australia
  • 2Department of Physics, University of Alberta, Edmonton AB, Canada
  • 3aDepartment of Physics, Ankara University, Ankara, Türkiye
  • 3bDivision of Physics, TOBB University of Economics and Technology, Ankara, Türkiye
  • 4LAPP, Université Savoie Mont Blanc, CNRS/IN2P3, Annecy, France
  • 5APC, Université Paris Cité, CNRS/IN2P3, Paris, France
  • 6High Energy Physics Division, Argonne National Laboratory, Argonne Illinois, USA
  • 7Department of Physics, University of Arizona, Tucson Arizona, USA
  • 8Department of Physics, University of Texas at Arlington, Arlington Texas, USA
  • 9Physics Department, National and Kapodistrian University of Athens, Athens, Greece
  • 10Physics Department, National Technical University of Athens, Zografou, Greece
  • 11Department of Physics, University of Texas at Austin, Austin Texas, USA
  • 12Institute of Physics, Azerbaijan Academy of Sciences, Baku, Azerbaijan
  • 13Institut de Física d’Altes Energies (IFAE), Barcelona Institute of Science and Technology, Barcelona, Spain
  • 14Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, China
  • 15Physics Department, Tsinghua University, Beijing, China
  • 16Institute of Physics, University of Belgrade, Belgrade, Serbia
  • 17Department for Physics and Technology, University of Bergen, Bergen, Norway
  • 18aPhysics Division, Lawrence Berkeley National Laboratory, Berkeley California, USA
  • 18bUniversity of California, Berkeley California, USA
  • 19Institut für Physik, Humboldt Universität zu Berlin, Berlin, Germany
  • 20Albert Einstein Center for Fundamental Physics and Laboratory for High Energy Physics, University of Bern, Bern, Switzerland
  • 21School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
  • 22aDepartment of Physics, Bogazici University, Istanbul, Türkiye
  • 22bDepartment of Physics Engineering, Gaziantep University, Gaziantep, Türkiye
  • 22cDepartment of Physics, Istanbul University, Istanbul, Türkiye
  • 23aFacultad de Ciencias y Centro de Investigaciónes, Universidad Antonio Nariño, Bogotá, Colombia
  • 23bDepartamento de Física, Universidad Nacional de Colombia, Bogotá, Colombia
  • 24aDipartimento di Fisica e Astronomia A. Righi, Università di Bologna, Bologna, Italy
  • 24bINFN Sezione di Bologna, Italy
  • 25Physikalisches Institut, Universität Bonn, Bonn, Germany
  • 26Department of Physics, Boston University, Boston Massachusetts, USA
  • 27Department of Physics, Brandeis University, Waltham Massachusetts, USA
  • 28aTransilvania University of Brasov, Brasov, Romania
  • 28bHoria Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
  • 28cDepartment of Physics, Alexandru Ioan Cuza University of Iasi, Iasi, Romania
  • 28dNational Institute for Research and Development of Isotopic and Molecular Technologies, Physics Department, Cluj-Napoca, Romania
  • 28eNational University of Science and Technology Politechnica, Bucharest, Romania
  • 28fWest University in Timisoara, Timisoara, Romania
  • 28gFaculty of Physics, University of Bucharest, Bucharest, Romania
  • 29aFaculty of Mathematics, Physics and Informatics, Comenius University, Bratislava, Slovak Republic
  • 29bDepartment of Subnuclear Physics, Institute of Experimental Physics of the Slovak Academy of Sciences, Kosice, Slovak Republic
  • 30Physics Department, Brookhaven National Laboratory, Upton New York, USA
  • 31Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Departamento de Física, y CONICET, Instituto de Física de Buenos Aires (IFIBA), Buenos Aires, Argentina
  • 32California State University, California, USA
  • 33Cavendish Laboratory, University of Cambridge, Cambridge, United Kingdom
  • 34aDepartment of Physics, University of Cape Town, Cape Town, South Africa
  • 34biThemba Labs, Western Cape, South Africa
  • 34cDepartment of Mechanical Engineering Science, University of Johannesburg, Johannesburg, South Africa
  • 34dNational Institute of Physics, University of the Philippines Diliman (Philippines), Philippines
  • 34eUniversity of South Africa, Department of Physics, Pretoria, South Africa
  • 34fUniversity of Zululand, KwaDlangezwa, South Africa
  • 34gSchool of Physics, University of the Witwatersrand, Johannesburg, South Africa
  • 35Department of Physics, Carleton University, Ottawa ON, Canada
  • 36aFaculté des Sciences Ain Chock, Université Hassan II de Casablanca, Morocco
  • 36bFaculté des Sciences, Université Ibn-Tofail, Kénitra, Morocco
  • 36cFaculté des Sciences Semlalia, Université Cadi Ayyad, LPHEA-Marrakech, Morocco
  • 36dLPMR, Faculté des Sciences, Université Mohamed Premier, Oujda, Morocco
  • 36eFaculté des sciences, Université Mohammed V, Rabat, Morocco
  • 36fInstitute of Applied Physics, Mohammed VI Polytechnic University, Ben Guerir, Morocco
  • 37CERN, Geneva, Switzerland
  • 38Affiliated with an institute formerly covered by a cooperation agreement with CERN
  • 39Affiliated with an institute covered by a cooperation agreement with CERN
  • 40Affiliated with an international laboratory covered by a cooperation agreement with CERN
  • 41Enrico Fermi Institute, University of Chicago, Chicago Illinois, USA
  • 42LPC, Université Clermont Auvergne, CNRS/IN2P3, Clermont-Ferrand, France
  • 43Nevis Laboratory, Columbia University, Irvington New York, USA
  • 44Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
  • 45aDipartimento di Fisica, Università della Calabria, Rende, Italy
  • 45bINFN Gruppo Collegato di Cosenza, Laboratori Nazionali di Frascati, Italy
  • 46Physics Department, Southern Methodist University, Dallas Texas, USA
  • 47National Centre for Scientific Research “Demokritos”, Agia Paraskevi, Greece
  • 48aDepartment of Physics, Stockholm University, Sweden
  • 48bOskar Klein Centre, Stockholm, Sweden
  • 49Deutsches Elektronen-Synchrotron DESY, Hamburg and Zeuthen, Germany
  • 50Fakultät Physik, Technische Universität Dortmund, Dortmund, Germany
  • 51Institut für Kern- und Teilchenphysik, Technische Universität Dresden, Dresden, Germany
  • 52Department of Physics, Duke University, Durham North Carolina, USA
  • 53SUPA - School of Physics and Astronomy, University of Edinburgh, Edinburgh, United Kingdom
  • 54INFN e Laboratori Nazionali di Frascati, Frascati, Italy
  • 55Physikalisches Institut, Albert-Ludwigs-Universität Freiburg, Freiburg, Germany
  • 56II. Physikalisches Institut, Georg-August-Universität Göttingen, Göttingen, Germany
  • 57Département de Physique Nucléaire et Corpusculaire, Université de Genève, Genève, Switzerland
  • 58aDipartimento di Fisica, Università di Genova, Genova, Italy
  • 58bINFN Sezione di Genova, Italy
  • 59II. Physikalisches Institut, Justus-Liebig-Universität Giessen, Giessen, Germany
  • 60SUPA - School of Physics and Astronomy, University of Glasgow, Glasgow, United Kingdom
  • 61LPSC, Université Grenoble Alpes, CNRS/IN2P3, Grenoble INP, Grenoble, France
  • 62Laboratory for Particle Physics and Cosmology, Harvard University, Cambridge Massachusetts, USA
  • 63Department of Modern Physics and State Key Laboratory of Particle Detection and Electronics, University of Science and Technology of China, Hefei, China
  • 64aKirchhoff-Institut für Physik, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
  • 64bPhysikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
  • 65aDepartment of Physics, Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China
  • 65bDepartment of Physics, University of Hong Kong, Hong Kong, China
  • 65cDepartment of Physics and Institute for Advanced Study, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, China
  • 66Department of Physics, National Tsing Hua University, Hsinchu, Taiwan
  • 67IJCLab, Université Paris-Saclay, CNRS/IN2P3, 91405, Orsay, France
  • 68Centro Nacional de Microelectrónica (IMB-CNM-CSIC), Barcelona, Spain
  • 69Department of Physics, Indiana University, Bloomington Indiana, USA
  • 70aINFN Gruppo Collegato di Udine, Sezione di Trieste, Udine, Italy
  • 70bICTP, Trieste, Italy
  • 70cDipartimento Politecnico di Ingegneria e Architettura, Università di Udine, Udine, Italy
  • 71aINFN Sezione di Lecce, Italy
  • 71bDipartimento di Matematica e Fisica, Università del Salento, Lecce, Italy
  • 72aINFN Sezione di Milano, Italy
  • 72bDipartimento di Fisica, Università di Milano, Milano, Italy
  • 73aINFN Sezione di Napoli, Italy
  • 73bDipartimento di Fisica, Università di Napoli, Napoli, Italy
  • 74aINFN Sezione di Pavia, Italy
  • 74bDipartimento di Fisica, Università di Pavia, Pavia, Italy
  • 75aINFN Sezione di Pisa, Italy
  • 75bDipartimento di Fisica E. Fermi, Università di Pisa, Pisa, Italy
  • 76aINFN Sezione di Roma, Italy
  • 76bDipartimento di Fisica, Sapienza Università di Roma, Roma, Italy
  • 77aINFN Sezione di Roma Tor Vergata, Italy
  • 77bDipartimento di Fisica, Università di Roma Tor Vergata, Roma, Italy
  • 78aINFN Sezione di Roma Tre, Italy
  • 78bDipartimento di Matematica e Fisica, Università Roma Tre, Roma, Italy
  • 79aINFN-TIFPA, Italy
  • 79bUniversità degli Studi di Trento, Trento, Italy
  • 80Universität Innsbruck, Department of Astro and Particle Physics, Innsbruck, Austria
  • 81University of Iowa, Iowa City Iowa, USA
  • 82Department of Physics and Astronomy, Iowa State University, Ames Iowa, USA
  • 83Istinye University, Sariyer, Istanbul, Türkiye
  • 84aDepartamento de Engenharia Elétrica, Universidade Federal de Juiz de Fora (UFJF), Juiz de Fora, Brazil
  • 84bUniversidade Federal do Rio De Janeiro COPPE/EE/IF, Rio de Janeiro, Brazil
  • 84cInstituto de Física, Universidade de São Paulo, São Paulo, Brazil
  • 84dRio de Janeiro State University, Rio de Janeiro, Brazil
  • 84eFederal University of Bahia, Bahia, Brazil
  • 85KEK, High Energy Accelerator Research Organization, Tsukuba, Japan
  • 86aKhalifa University of Science and Technology, Abu Dhabi, United Arab Emirates
  • 86bUniversity of Sharjah, Sharjah, United Arab Emirates
  • 87Graduate School of Science, Kobe University, Kobe, Japan
  • 88aAGH University of Krakow, Faculty of Physics and Applied Computer Science, Krakow, Poland
  • 88bMarian Smoluchowski Institute of Physics, Jagiellonian University, Krakow, Poland
  • 89Institute of Nuclear Physics Polish Academy of Sciences, Krakow, Poland
  • 90Faculty of Science, Kyoto University, Kyoto, Japan
  • 91Research Center for Advanced Particle Physics and Department of Physics, Kyushu University, Fukuoka, Japan
  • 92L2IT, Université de Toulouse, CNRS/IN2P3, UPS, Toulouse, France
  • 93Instituto de Física La Plata, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
  • 94Physics Department, Lancaster University, Lancaster, United Kingdom
  • 95Oliver Lodge Laboratory, University of Liverpool, Liverpool, United Kingdom
  • 96Department of Experimental Particle Physics, Jožef Stefan Institute and Department of Physics, University of Ljubljana, Ljubljana, Slovenia
  • 97Department of Physics and Astronomy, Queen Mary University of London, London, United Kingdom
  • 98Department of Physics, Royal Holloway University of London, Egham, United Kingdom
  • 99Department of Physics and Astronomy, University College London, London, United Kingdom
  • 100Louisiana Tech University, Ruston Los Angeles, USA
  • 101Fysiska institutionen, Lunds universitet, Lund, Sweden
  • 102Departamento de Física Teorica C-15 and CIAFF, Universidad Autónoma de Madrid, Madrid, Spain
  • 103Institut für Physik, Universität Mainz, Mainz, Germany
  • 104School of Physics and Astronomy, University of Manchester, Manchester, United Kingdom
  • 105CPPM, Aix-Marseille Université, CNRS/IN2P3, Marseille, France
  • 106Department of Physics, University of Massachusetts, Amherst Massachusetts, USA
  • 107Department of Physics, McGill University, Montreal QC, Canada
  • 108School of Physics, University of Melbourne, Victoria, Australia
  • 109Department of Physics, University of Michigan, Ann Arbor Michigan, USA
  • 110Department of Physics and Astronomy, Michigan State University, East Lansing Michigan, USA
  • 111Group of Particle Physics, University of Montreal, Montreal QC, Canada
  • 112Fakultät für Physik, Ludwig-Maximilians-Universität München, München, Germany
  • 113Max-Planck-Institut für Physik (Werner-Heisenberg-Institut), München, Germany
  • 114Graduate School of Science and Kobayashi-Maskawa Institute, Nagoya University, Nagoya, Japan
  • 115aDepartment of Physics, Nanjing University, Nanjing, China
  • 115bSchool of Science, Shenzhen Campus of Sun Yat-sen University, China
  • 115cUniversity of Chinese Academy of Science (UCAS), Beijing, China
  • 116Department of Physics and Astronomy, University of New Mexico, Albuquerque New Mexico, USA
  • 117Institute for Mathematics, Astrophysics and Particle Physics, Radboud University/Nikhef, Nijmegen, Netherlands
  • 118Nikhef National Institute for Subatomic Physics and University of Amsterdam, Amsterdam, Netherlands
  • 119Department of Physics, Northern Illinois University, DeKalb Illinois, USA
  • 120aNew York University Abu Dhabi, Abu Dhabi, United Arab Emirates
  • 120bUnited Arab Emirates University, Al Ain, United Arab Emirates
  • 121Department of Physics, New York University, New York New York, USA
  • 122Ochanomizu University, Otsuka, Bunkyo-ku, Tokyo, Japan
  • 123Ohio State University, Columbus Ohio, USA
  • 124Homer L. Dodge Department of Physics and Astronomy, University of Oklahoma, Norman Oklahoma, USA
  • 125Department of Physics, Oklahoma State University, Stillwater Oklahoma, USA
  • 126Palacký University, Joint Laboratory of Optics, Olomouc, Czech Republic
  • 127Institute for Fundamental Science, University of Oregon, Eugene, Oregon, USA
  • 128Graduate School of Science, University of Osaka, Osaka, Japan
  • 129Department of Physics, University of Oslo, Oslo, Norway
  • 130Department of Physics, Oxford University, Oxford, United Kingdom
  • 131LPNHE, Sorbonne Université, Université Paris Cité, CNRS/IN2P3, Paris, France
  • 132Department of Physics, University of Pennsylvania, Philadelphia Pennsylvania, USA
  • 133Department of Physics and Astronomy, University of Pittsburgh, Pittsburgh Pennsylvania, USA
  • 134aLaboratório de Instrumentação e Física Experimental de Partículas - LIP, Lisboa, Portugal
  • 134bDepartamento de Física, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
  • 134cDepartamento de Física, Universidade de Coimbra, Coimbra, Portugal
  • 134dCentro de Física Nuclear da Universidade de Lisboa, Lisboa, Portugal
  • 134eDepartamento de Física, Escola de Ciências, Universidade do Minho, Braga, Portugal
  • 134fDepartamento de Física Teórica y del Cosmos, Universidad de Granada, Granada (Spain), Spain
  • 134gDepartamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
  • 135Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
  • 136Czech Technical University in Prague, Prague, Czech Republic
  • 137Charles University, Faculty of Mathematics and Physics, Prague, Czech Republic
  • 138Particle Physics Department, Rutherford Appleton Laboratory, Didcot, United Kingdom
  • 139IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
  • 140Santa Cruz Institute for Particle Physics, University of California Santa Cruz, Santa Cruz California, USA
  • 141aDepartamento de Física, Pontificia Universidad Católica de Chile, Santiago, Chile
  • 141bMillennium Institute for Subatomic physics at high energy frontier (SAPHIR), Santiago, Chile
  • 141cInstituto de Investigación Multidisciplinario en Ciencia y Tecnología, y Departamento de Física, Universidad de La Serena, Chile
  • 141dUniversidad Andres Bello, Department of Physics, Santiago, Chile
  • 141eInstituto de Alta Investigación, Universidad de Tarapacá, Arica, Chile
  • 141fDepartamento de Física, Universidad Técnica Federico Santa María, Valparaíso, Chile
  • 142Department of Physics, Institute of Science, Tokyo, Japan
  • 143Department of Physics, University of Washington, Seattle Washington, USA
  • 144aInstitute of Frontier and Interdisciplinary Science and Key Laboratory of Particle Physics and Particle Irradiation (MOE), Shandong University, Qingdao, China
  • 144bSchool of Physics, Zhengzhou University, China
  • 145aState Key Laboratory of Dark Matter Physics, School of Physics and Astronomy, Shanghai Jiao Tong University, Key Laboratory for Particle Astrophysics and Cosmology (MOE), SKLPPC, Shanghai, China
  • 145bState Key Laboratory of Dark Matter Physics, Tsung-Dao Lee Institute, Shanghai Jiao Tong University, Shanghai, China
  • 146Department of Physics and Astronomy, University of Sheffield, Sheffield, United Kingdom
  • 147Department of Physics, Shinshu University, Nagano, Japan
  • 148Department Physik, Universität Siegen, Siegen, Germany
  • 149Department of Physics, Simon Fraser University, Burnaby BC, Canada
  • 150SLAC National Accelerator Laboratory, Stanford California, USA
  • 151Department of Physics, Royal Institute of Technology, Stockholm, Sweden
  • 152Departments of Physics and Astronomy, Stony Brook University, Stony Brook New York, USA
  • 153Department of Physics and Astronomy, University of Sussex, Brighton, United Kingdom
  • 154School of Physics, University of Sydney, Sydney, Australia
  • 155Institute of Physics, Academia Sinica, Taipei, Taiwan
  • 156aE. Andronikashvili Institute of Physics, Iv. Javakhishvili Tbilisi State University, Tbilisi, Georgia
  • 156bHigh Energy Physics Institute, Tbilisi State University, Tbilisi, Georgia
  • 156cUniversity of Georgia, Tbilisi, Georgia
  • 157Department of Physics, Technion, Israel Institute of Technology, Haifa, Israel
  • 158Raymond and Beverly Sackler School of Physics and Astronomy, Tel Aviv University, Tel Aviv, Israel
  • 159Department of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece
  • 160International Center for Elementary Particle Physics and Department of Physics, University of Tokyo, Tokyo, Japan
  • 161Graduate School of Science and Technology, Tokyo Metropolitan University, Tokyo, Japan
  • 162Department of Physics, University of Toronto, Toronto ON, Canada
  • 163aTRIUMF, Vancouver BC, Canada
  • 163bDepartment of Physics and Astronomy, York University, Toronto ON, Canada
  • 164Division of Physics and Tomonaga Center for the History of the Universe, Faculty of Pure and Applied Sciences, University of Tsukuba, Tsukuba, Japan
  • 165Department of Physics and Astronomy, Tufts University, Medford Massachusetts, USA
  • 166Department of Physics and Astronomy, University of California Irvine, Irvine California, USA
  • 167University of West Attica, Athens, Greece
  • 168Department of Physics and Astronomy, University of Uppsala, Uppsala, Sweden
  • 169Department of Physics, University of Illinois, Urbana Illinois, USA
  • 170Instituto de Física Corpuscular (IFIC), Centro Mixto Universidad de Valencia - CSIC, Valencia, Spain
  • 171Department of Physics, University of British Columbia, Vancouver BC, Canada
  • 172Department of Physics and Astronomy, University of Victoria, Victoria BC, Canada
  • 173Fakultät für Physik und Astronomie, Julius-Maximilians-Universität Würzburg, Würzburg, Germany
  • 174Department of Physics, University of Warwick, Coventry, United Kingdom
  • 175Waseda University, Tokyo, Japan
  • 176Department of Particle Physics and Astrophysics, Weizmann Institute of Science, Rehovot, Israel
  • 177Department of Physics, University of Wisconsin, Madison Wisconsin, USA
  • 178Fakultät für Mathematik und Naturwissenschaften, Fachgruppe Physik, Bergische Universität Wuppertal, Wuppertal, Germany
  • 179Department of Physics, Yale University, New Haven Connecticut, USA
  • 180Yerevan Physics Institute, Yerevan, Armenia

  • *Full author list given at the end of the article.
  • aDeceased.
  • bAlso at Department of Physics, King’s College London, London, United Kingdom.
  • cAlso at Institute of Physics, Azerbaijan Academy of Sciences, Baku, Azerbaijan.
  • dAlso at Imam Mohammad Ibn Saud Islamic University, Saudi Arabia.
  • eAlso at TRIUMF, Vancouver BC, Canada.
  • fAlso at Department of Physics, University of Thessaly, Greece.
  • gAlso at An-Najah National University, Nablus, Palestine.
  • hAlso at Department of Physics, University of Fribourg, Fribourg, Switzerland.
  • iAlso at Department of Physics, Westmont College, Santa Barbara, USA.
  • jAlso at Departament de Fisica de la Universitat Autonoma de Barcelona, Barcelona, Spain.
  • kAlso at Affiliated with an institute covered by a cooperation agreement with CERN.
  • lAlso at The Collaborative Innovation Center of Quantum Matter (CICQM), Beijing, China.
  • mAlso at Faculty of Physics, Sofia University, ‘St. Kliment Ohridski’, Sofia, Bulgaria.
  • nAlso at Università di Napoli Parthenope, Napoli, Italy.
  • oAlso at Institute of Particle Physics (IPP), Canada.
  • pAlso at Department of Physics, Bolu Abant Izzet Baysal University, Bolu, Türkiye.
  • qAlso at Borough of Manhattan Community College, City University of New York, New York New York, USA.
  • rAlso at National Institute of Physics, University of the Philippines Diliman (Philippines), Philippines.
  • sAlso at Department of Financial and Management Engineering, University of the Aegean, Chios, Greece.
  • tAlso at Institucio Catalana de Recerca i Estudis Avancats, ICREA, Barcelona, Spain.
  • uAlso at Henan University, China.
  • vAlso at Technical University of Munich, Munich, Germany.
  • wAlso at CMD-AC UNEC Research Center, Azerbaijan State University of Economics (UNEC), Azerbaijan.
  • xAlso at Yeditepe University, Physics Department, Istanbul, Türkiye.
  • yAlso at Institute of Theoretical Physics, Ilia State University, Tbilisi, Georgia.
  • zAlso at CERN, Geneva, Switzerland.
  • aaAlso at Center for Interdisciplinary Research and Innovation (CIRI-AUTH), Thessaloniki, Greece.
  • bbAlso at University of the Western Cape, South Africa.
  • ccAlso at Hellenic Open University, Patras, Greece.
  • ddAlso at Center for High Energy Physics, Peking University, China.
  • eeAlso at Department of Mathematical Sciences, University of South Africa, Johannesburg, South Africa.
  • ffAlso at Department of Physics, Stellenbosch University, South Africa.
  • ggAlso at Department of Physics, California State University, Sacramento, USA.
  • hhAlso at University of Colorado Boulder, Department of Physics, Colorado, USA.
  • iiAlso at Département de Physique Nucléaire et Corpusculaire, Université de Genève, Genève, Switzerland.
  • jjAlso at Institut für Experimentalphysik, Universität Hamburg, Hamburg, Germany.
  • kkAlso at Institute for Nuclear Research and Nuclear Energy (INRNE) of the Bulgarian Academy of Sciences, Sofia, Bulgaria.
  • llAlso at Washington College, Chestertown, Maryland, USA.
  • mmAlso at Institute of Applied Physics, Mohammed VI Polytechnic University, Ben Guerir, Morocco.
  • nnAlso at Department of Physics, Stanford University, Stanford California, USA.
  • ooAlso at Institute of Physics and Technology, Mongolian Academy of Sciences, Ulaanbaatar, Mongolia.

Phys. Rev. D 112, 072009 – Published 22 October, 2025

DOI: https://doi.org/10.1103/2yq5-vj59

Abstract

An anomaly detection search for narrow-width resonances beyond the Standard Model that decay into a pair of jets is presented. The search is based on 139  fb−1 of proton-proton collisions at s=13  TeV recorded during 2015–2018 with the ATLAS detector at the Large Hadron Collider. The analysis is optimized without a particular signal model and aims to be sensitive to a broad range of new physics. It uses two different machine learning strategies to estimate the background in different signal regions. In each region, a weakly supervised classifier is trained to distinguish this background model from data. The analysis focuses on events with high transverse momentum jets reconstructed as large-radius jets. The mass and substructure of these jets are used as inputs to the classifiers. After a classifier-based selection, the distribution of the invariant mass of the two jets is used to search for potential local excesses. The model-independent results of both the anomaly detection methods show no signs of significant local excesses. In addition to model-independent results, a representative set of signal models is injected into the data, and the sensitivity of the methods to these scenarios is reported.

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Article Text

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