https://doi.org/10.1140/epjc/s10052-025-14976-3
Regular Article - Experimental Physics
The environmental impact, carbon emissions and sustainability of computing in the ATLAS experiment
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Department of Physics, University of Adelaide, Adelaide, Australia
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Department of Physics, University of Alberta, Edmonton, AB, Canada
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Department of Physics, Ankara University, Ankara, Türkiye
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Division of Physics, TOBB University of Economics and Technology, Ankara, Türkiye
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LAPP, Université Savoie Mont Blanc, CNRS/IN2P3, Annecy, France
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APC, Université Paris Cité, CNRS/IN2P3, Paris, France
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High Energy Physics Division, Argonne National Laboratory, Argonne, IL, USA
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Department of Physics, University of Arizona, Tucson, AZ, USA
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Department of Physics, University of Texas at Arlington, Arlington, TX, USA
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Physics Department, National and Kapodistrian University of Athens, Athens, Greece
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Physics Department, National Technical University of Athens, Zografou, Greece
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Department of Physics, University of Texas at Austin, Austin, TX, USA
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Institute of Physics, Azerbaijan Academy of Sciences, Baku, Azerbaijan
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Institut de Física d’Altes Energies (IFAE), Barcelona Institute of Science and Technology, Barcelona, Spain
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Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, China
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Physics Department, Tsinghua University, Beijing, China
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Institute of Physics, University of Belgrade, Belgrade, Serbia
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Department for Physics and Technology, University of Bergen, Bergen, Norway
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Physics Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
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University of California, Berkeley, CA, USA
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Institut für Physik, Humboldt Universität zu Berlin, Berlin, Germany
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Albert Einstein Center for Fundamental Physics and Laboratory for High Energy Physics, University of Bern, Bern, Switzerland
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School of Physics and Astronomy, University of Birmingham, Birmingham, UK
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Department of Physics, Bogazici University, Istanbul, Türkiye
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Department of Physics Engineering, Gaziantep University, Gaziantep, Türkiye
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Department of Physics, Istanbul University, Istanbul, Türkiye
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Facultad de Ciencias y Centro de Investigaciónes, Universidad Antonio Nariño, Bogotá, Colombia
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Departamento de Física, Universidad Nacional de Colombia, Bogotá, Colombia
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Dipartimento di Fisica e Astronomia A. Righi, Università di Bologna, Bologna, Italy
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INFN Sezione di Bologna, Bologna, Italy
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Physikalisches Institut, Universität Bonn, Bonn, Germany
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Department of Physics, Boston University, Boston, MA, USA
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Department of Physics, Brandeis University, Waltham, MA, USA
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Transilvania University of Brasov, Brasov, Romania
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Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
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Department of Physics, Alexandru Ioan Cuza University of Iasi, Iasi, Romania
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Physics Department, National Institute for Research and Development of Isotopic and Molecular Technologies, Cluj-Napoca, Romania
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National University of Science and Technology Politechnica, Bucharest, Romania
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West University in Timisoara, Timisoara, Romania
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Faculty of Physics, University of Bucharest, Bucharest, Romania
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Faculty of Mathematics, Physics and Informatics, Comenius University, Bratislava, Slovakia
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Department of Subnuclear Physics, Institute of Experimental Physics of the Slovak Academy of Sciences, Kosice, Slovak Republic
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Physics Department, Brookhaven National Laboratory, Upton, NY, USA
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Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Departamento de Física, y CONICET, Instituto de Física de Buenos Aires (IFIBA), Buenos Aires, Argentina
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California State University, Long Beach, CA, USA
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Cavendish Laboratory, University of Cambridge, Cambridge, UK
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Department of Physics, University of Cape Town, Cape Town, South Africa
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iThemba Labs, Western Cape, South Africa
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Department of Mechanical Engineering Science, University of Johannesburg, Johannesburg, South Africa
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National Institute of Physics, University of the Philippines, Diliman, Philippines
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Department of Physics, Stellenbosch University, Matieland, South Africa
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Department of Physics, University of South Africa, Pretoria, South Africa
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University of Zululand, KwaDlangezwa, South Africa
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School of Physics, University of the Witwatersrand, Johannesburg, South Africa
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Department of Physics, Carleton University, Ottawa, ON, Canada
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Faculté des Sciences Ain Chock, Université Hassan II de Casablanca, Casablanca, Morocco
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Faculté des Sciences, Université Ibn-Tofail, Kénitra, Morocco
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Faculté des Sciences Semlalia, Université Cadi Ayyad, LPHEA-Marrakech, Marrakech, Morocco
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LPMR, Faculté des Sciences, Université Mohamed Premier, Oujda, Morocco
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Faculté des sciences, Université Mohammed V, Rabat, Morocco
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Institute of Applied Physics, Mohammed VI Polytechnic University, Ben Guerir, Morocco
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CERN, Geneva, Switzerland
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CERN Tier-0, Geneva, Switzerland
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Affiliated with an Institute Formerly Covered by a Cooperation Agreement with CERN, Geneva, Switzerland
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Affiliated with an International Laboratory Covered by a Cooperation Agreement with CERN, Geneva, Switzerland
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Enrico Fermi Institute, University of Chicago, Chicago, IL, USA
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LPC, Université Clermont Auvergne, CNRS/IN2P3, Clermont-Ferrand, France
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Nevis Laboratory, Columbia University, Irvington, NY, USA
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Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
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Dipartimento di Fisica, Università della Calabria, Rende, Italy
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INFN Gruppo Collegato di Cosenza, Laboratori Nazionali di Frascati, Frascati, Italy
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Physics Department, Southern Methodist University, Dallas, TX, USA
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National Centre for Scientific Research “Demokritos”’, Agia Paraskevi, Greece
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Department of Physics, Stockholm University, Stockholm, Sweden
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Oskar Klein Centre, Stockholm, Sweden
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Deutsches Elektronen-Synchrotron DESY, Hamburg and Zeuthen, Germany
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Fakultät Physik, Technische Universität Dortmund, Dortmund, Germany
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Institut für Kern- und Teilchenphysik, Technische Universität Dresden, Dresden, Germany
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Department of Physics, Duke University, Durham, NC, USA
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SUPA-School of Physics and Astronomy, University of Edinburgh, Edinburgh, UK
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INFN e Laboratori Nazionali di Frascati, Frascati, Italy
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Physikalisches Institut, Albert-Ludwigs-Universität Freiburg, Freiburg, Germany
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II. Physikalisches Institut, Georg-August-Universität Göttingen, Göttingen, Germany
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Département de Physique Nucléaire et Corpusculaire, Université de Genève, Geneva, Switzerland
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Dipartimento di Fisica, Università di Genova, Genoa, Italy
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INFN Sezione di Genova, Genoa, Italy
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II. Physikalisches Institut, Justus-Liebig-Universität Giessen, Giessen, Germany
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SUPA-School of Physics and Astronomy, University of Glasgow, Glasgow, UK
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LPSC, Université Grenoble Alpes, CNRS/IN2P3, Grenoble INP, Grenoble, France
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Laboratory for Particle Physics and Cosmology, Harvard University, Cambridge, MA, USA
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Department of Modern Physics and State Key Laboratory of Particle Detection and Electronics, University of Science and Technology of China, Hefei, China
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Kirchhoff-Institut für Physik, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
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Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
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Department of Physics, Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China
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Department of Physics, University of Hong Kong, Hong Kong, China
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Department of Physics and Institute for Advanced Study, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, China
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Department of Physics, National Tsing Hua University, Hsinchu, Taiwan
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IJCLab, Université Paris-Saclay, CNRS/IN2P3, 91405, Orsay, France
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Centro Nacional de Microelectrónica (IMB-CNM-CSIC), Barcelona, Spain
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Department of Physics, Indiana University, Bloomington, IN, USA
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INFN Gruppo Collegato di Udine, Sezione di Trieste, Udine, Italy
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ICTP, Trieste, Italy
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Dipartimento Politecnico di Ingegneria e Architettura, Università di Udine, Udine, Italy
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INFN Sezione di Lecce, Lecce, Italy
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Dipartimento di Matematica e Fisica, Università del Salento, Lecce, Italy
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INFN Sezione di Milano, Milan, Italy
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Dipartimento di Fisica, Università di Milano, Milan, Italy
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INFN Sezione di Napoli, Naples, Italy
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Dipartimento di Fisica, Università di Napoli, Naples, Italy
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INFN Sezione di Pavia, Pavia, Italy
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Dipartimento di Fisica, Università di Pavia, Pavia, Italy
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INFN Sezione di Pisa, Pisa, Italy
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Dipartimento di Fisica E. Fermi, Università di Pisa, Pisa, Italy
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INFN Sezione di Roma, Rome, Italy
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Dipartimento di Fisica, Sapienza Università di Roma, Rome, Italy
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INFN Sezione di Roma Tor Vergata, Rome, Italy
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Dipartimento di Fisica, Università di Roma Tor Vergata, Rome, Italy
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INFN Sezione di Roma Tre, Rome, Italy
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Dipartimento di Matematica e Fisica, Università Roma Tre, Rome, Italy
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INFN-TIFPA, Povo, Italy
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Università degli Studi di Trento, Trento, Italy
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Department of Astro and Particle Physics, Universität Innsbruck, Innsbruck, Austria
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University of Iowa, Iowa City, IA, USA
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Department of Physics and Astronomy, Iowa State University, Ames, IA, USA
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Istinye University, Sariyer, Istanbul, Türkiye
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Departamento de Engenharia Elétrica, Universidade Federal de Juiz de Fora (UFJF), Juiz de Fora, Brazil
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Universidade Federal do Rio de Janeiro COPPE/EE/IF, Rio de Janeiro, Brazil
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Instituto de Física, Universidade de São Paulo, São Paulo, Brazil
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Rio de Janeiro State University, Rio de Janeiro, Brazil
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Federal University of Bahia, Bahia, Brazil
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KEK, High Energy Accelerator Research Organization, Tsukuba, Japan
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Graduate School of Science, Kobe University, Kobe, Japan
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AGH University of Krakow, Faculty of Physics and Applied Computer Science, Krakow, Poland
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Marian Smoluchowski Institute of Physics, Jagiellonian University, Krakow, Poland
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Institute of Nuclear Physics Polish Academy of Sciences, Krakow, Poland
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Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates
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University of Sharjah, Sharjah, United Arab Emirates
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Faculty of Science, Kyoto University, Kyoto, Japan
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Research Center for Advanced Particle Physics and Department of Physics, Kyushu University, Fukuoka, Japan
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L2IT, Université de Toulouse, CNRS/IN2P3, UPS, Toulouse, France
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Instituto de Física La Plata, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
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Physics Department, Lancaster University, Lancaster, UK
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Oliver Lodge Laboratory, University of Liverpool, Liverpool, UK
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Department of Experimental Particle Physics, Jožef Stefan Institute and Department of Physics, University of Ljubljana, Ljubljana, Slovenia
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Department of Physics and Astronomy, Queen Mary University of London, London, UK
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Department of Physics, Royal Holloway University of London, Egham, UK
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Department of Physics and Astronomy, University College London, London, UK
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Louisiana Tech University, Ruston, LA, USA
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Fysiska institutionen, Lunds universitet, Lund, Sweden
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Departamento de Física Teorica C-15 and CIAFF, Universidad Autónoma de Madrid, Madrid, Spain
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Institut für Physik, Universität Mainz, Mainz, Germany
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School of Physics and Astronomy, University of Manchester, Manchester, UK
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CPPM, Aix-Marseille Université, CNRS/IN2P3, Marseille, France
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Department of Physics, University of Massachusetts, Amherst, MA, USA
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Department of Physics, McGill University, Montreal, QC, Canada
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School of Physics, University of Melbourne, Victoria, Australia
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Department of Physics, University of Michigan, Ann Arbor, MI, USA
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Department of Physics and Astronomy, Michigan State University, East Lansing, MI, USA
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Group of Particle Physics, University of Montreal, Montreal, QC, Canada
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Fakultät für Physik, Ludwig-Maximilians-Universität München, Munich, Germany
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Max-Planck-Institut für Physik (Werner-Heisenberg-Institut), Munich, Germany
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Graduate School of Science and Kobayashi-Maskawa Institute, Nagoya University, Nagoya, Japan
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Department of Physics, Nanjing University, Nanjing, China
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School of Science, Shenzhen Campus of Sun Yat-sen University, Guangzhou, China
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University of Chinese Academy of Science (UCAS), Beijing, China
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Department of Physics and Astronomy, University of New Mexico, Albuquerque, NM, USA
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Institute for Mathematics, Astrophysics and Particle Physics, Radboud University/Nikhef, Nijmegen, The Netherlands
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Nikhef National Institute for Subatomic Physics and University of Amsterdam, Amsterdam, The Netherlands
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Department of Physics, Northern Illinois University, DeKalb, IL, USA
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New York University Abu Dhabi, Abu Dhabi, United Arab Emirates
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United Arab Emirates University, Al Ain, United Arab Emirates
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Department of Physics, New York University, New York, NY, USA
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Ochanomizu University, Otsuka, Bunkyo-ku, Tokyo, Japan
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Ohio State University, Columbus, OH, USA
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Homer L. Dodge Department of Physics and Astronomy, University of Oklahoma, Norman, OK, USA
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Department of Physics, Oklahoma State University, Stillwater, OK, USA
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Palacký University, Joint Laboratory of Optics, Olomouc, Czech Republic
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Institute for Fundamental Science, University of Oregon, Eugene, OR, USA
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Graduate School of Science, University of Osaka, Osaka, Japan
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Department of Physics, University of Oslo, Oslo, Norway
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Department of Physics, Oxford University, Oxford, UK
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LPNHE, Sorbonne Université, Université Paris Cité, CNRS/IN2P3, Paris, France
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Department of Physics, University of Pennsylvania, Philadelphia, PA, USA
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Department of Physics and Astronomy, University of Pittsburgh, Pittsburgh, PA, USA
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Laboratório de Instrumentação e Física Experimental de Partículas-LIP, Lisbon, Portugal
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Departamento de Física, Faculdade de Ciências, Universidade de Lisboa, Lisbon, Portugal
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Departamento de Física, Universidade de Coimbra, Coimbra, Portugal
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Centro de Física Nuclear da Universidade de Lisboa, Lisbon, Portugal
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Departamento de Física, Escola de Ciências, Universidade do Minho, Braga, Portugal
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Departamento de Física Teórica y del Cosmos, Universidad de Granada, Granada, Spain
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Departamento de Física, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
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Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
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Czech Technical University in Prague, Prague, Czech Republic
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Charles University, Faculty of Mathematics and Physics, Prague, Czech Republic
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Particle Physics Department, Rutherford Appleton Laboratory, Didcot, UK
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IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
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Santa Cruz Institute for Particle Physics, University of California Santa Cruz, Santa Cruz, CA, USA
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Departamento de Física, Pontificia Universidad Católica de Chile, Santiago, Chile
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Millennium Institute for Subatomic physics at high energy frontier (SAPHIR), Santiago, Chile
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Instituto de Investigación Multidisciplinario en Ciencia y Tecnología y Departamento de Física, Universidad de La Serena, La Serena, Chile
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Department of Physics, Universidad Andres Bello, Santiago, Chile
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Universidad San Sebastian, Recoleta, Chile
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Instituto de Alta Investigación, Universidad de Tarapacá, Arica, Chile
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Departamento de Física, Universidad Técnica Federico Santa María, Valparaíso, Chile
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Department of Physics, Institute of Science, Tokyo, Japan
206
Department of Physics, University of Washington, Seattle, WA, USA
207
Institute of Frontier and Interdisciplinary Science and Key Laboratory of Particle Physics and Particle Irradiation (MOE), Shandong University, Qingdao, China
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School of Physics, Zhengzhou University, Zhengzhou, China
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State 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
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State Key Laboratory of Dark Matter Physics, Tsung-Dao Lee Institute, Shanghai Jiao Tong University, Shanghai, China
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Department of Physics and Astronomy, University of Sheffield, Sheffield, UK
212
Department of Physics, Shinshu University, Nagano, Japan
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Department Physik, Universität Siegen, Siegen, Germany
214
Department of Physics, Simon Fraser University, Burnaby, BC, Canada
215
SLAC National Accelerator Laboratory, Stanford, CA, USA
216
Department of Physics, Royal Institute of Technology, Stockholm, Sweden
217
Departments of Physics and Astronomy, Stony Brook University, Stony Brook, NY, USA
218
Department of Physics and Astronomy, University of Sussex, Brighton, UK
219
School of Physics, University of Sydney, Sydney, Australia
220
Institute of Physics, Academia Sinica, Taipei, Taiwan
221
E. Andronikashvili Institute of Physics, Iv. Javakhishvili Tbilisi State University, Tbilisi, Georgia
222
High Energy Physics Institute, Tbilisi State University, Tbilisi, Georgia
223
University of Georgia, Tbilisi, Georgia
224
Department of Physics, Technion, Israel Institute of Technology, Haifa, Israel
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Raymond and Beverly Sackler School of Physics and Astronomy, Tel Aviv University, Tel Aviv, Israel
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Department of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece
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International Center for Elementary Particle Physics and Department of Physics, University of Tokyo, Tokyo, Japan
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Graduate School of Science and Technology, Tokyo Metropolitan University, Tokyo, Japan
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Department of Physics, University of Toronto, Toronto, ON, Canada
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TRIUMF, Vancouver, BC, Canada
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Department of Physics and Astronomy, York University, Toronto, ON, Canada
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Division of Physics and Tomonaga Center for the History of the Universe, Faculty of Pure and Applied Sciences, University of Tsukuba, Tsukuba, Japan
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Department of Physics and Astronomy, Tufts University, Medford, MA, USA
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Department of Physics and Astronomy, University of California Irvine, Irvine, CA, USA
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University of West Attica, Athens, Greece
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Department of Physics and Astronomy, University of Uppsala, Uppsala, Sweden
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Department of Physics, University of Illinois, Urbana, IL, USA
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Instituto de Física Corpuscular (IFIC), Centro Mixto Universidad de Valencia - CSIC, Valencia, Spain
239
Department of Physics, University of British Columbia, Vancouver, BC, Canada
240
Department of Physics and Astronomy, University of Victoria, Victoria, BC, Canada
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Fakultät für Physik und Astronomie, Julius-Maximilians-Universität Würzburg, Würzburg, Germany
242
Department of Physics, University of Warwick, Coventry, UK
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Waseda University, Tokyo, Japan
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Department of Particle Physics and Astrophysics, Weizmann Institute of Science, Rehovot, Israel
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Department of Physics, University of Wisconsin, Madison, WI, USA
246
Fakultät für Mathematik und Naturwissenschaften, Fachgruppe Physik, Bergische Universität Wuppertal, Wuppertal, Germany
247
Department of Physics, Yale University, New Haven, CT, USA
248
Yerevan Physics Institute, Yerevan, Armenia
249
Affiliated with an Institute Formerly Covered by a Cooperation Agreement with CERN, Geneva, Switzerland
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An-Najah National University, Nablus, Palestine
251
Borough of Manhattan Community College, City University of New York, New York, NY, USA
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Center for Interdisciplinary Research and Innovation (CIRI-AUTH), Thessaloniki, Greece
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Centre of Physics of the Universities of Minho and Porto (CF-UM-UP), Gualtar, Portugal
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CERN, Geneva, Switzerland
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Département de Physique Nucléaire et Corpusculaire, Université de Genève, Geneva, Switzerland
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Departament de Fisica de la Universitat Autonoma de Barcelona, Barcelona, Spain
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Department of Financial and Management Engineering, University of the Aegean, Chios, Greece
258
Department of Mathematical Sciences, University of South Africa, Johannesburg, South Africa
259
Department of Modern Physics and State Key Laboratory of Particle Detection and Electronics, University of Science and Technology of China, Hefei, China
260
Department of Physics, Bolu Abant Izzet Baysal University, Bolu, Türkiye
261
Department of Physics, King’s College London, London, UK
262
Department of Physics, Stanford University, Stanford, CA, USA
263
Department of Physics, Stellenbosch University, Stellenbosch, South Africa
264
Department of Physics, University of Fribourg, Fribourg, Switzerland
265
Department of Physics, University of Thessaly, Volos, Greece
266
Department of Physics, Westmont College, Santa Barbara, USA
267
Faculty of Physics, Sofia University, ‘St. Kliment Ohridski’, Sofia, Bulgaria
268
Faculty of Physics, University of Bucharest, Bucharest, Romania
269
Hellenic Open University, Patras, Greece
270
Henan University, Kaifeng, China
271
Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
272
Institucio Catalana de Recerca i Estudis Avancats, ICREA, Barcelona, Spain
273
Institut für Experimentalphysik, Universität Hamburg, Hamburg, Germany
274
Institute for Nuclear Research and Nuclear Energy (INRNE) of the Bulgarian Academy of Sciences, Sofia, Bulgaria
275
Institute of Applied Physics, Mohammed VI Polytechnic University, Ben Guerir, Morocco
276
Institute of Particle Physics (IPP), Toronto, Canada
277
Institute of Physics and Technology, Mongolian Academy of Sciences, Ulaanbaatar, Mongolia
278
Institute of Physics, Azerbaijan Academy of Sciences, Baku, Azerbaijan
279
Institute of Theoretical Physics, Ilia State University, Tbilisi, Georgia
280
National Institute of Physics, University of the Philippines, Diliman, Philippines
281
The Collaborative Innovation Center of Quantum Matter (CICQM), Beijing, China
282
TRIUMF, Vancouver, BC, Canada
283
Università di Napoli Parthenope, Naples, Italy
284
Department of Physics, University of Colorado, Boulder, CO, USA
285
University of Siena, Siena, Italy
286
Washington College, Chestertown, MD, USA
287
Physics Department, Yeditepe University, Istanbul, Türkiye
288
Associated to Department of Computer Science, University of Chicago, Chicago, IL, USA
289
Associated to Mathematics and Computer Science Division, Argonne National Laboratory, Argonne, IL, USA
290
Associated to School of Computer Science, University of Bristol, Bristol, UK
291
CERN, 1211, Geneva 23, Switzerland
Received:
14
May
2025
Accepted:
22
October
2025
Published online:
9
December
2025
ATLAS, a general-purpose experiment at the Large Hadron Collider (LHC), makes use of a large internationally-distributed computing infrastructure, including over
TB of managed data on disk and tape and almost one million simultaneously running CPU cores. Upgrades for the High-Luminosity LHC (HL-LHC) will increase the required computing resources by a factor of 3–4 by the beginning of the 2030s, and by an order of magnitude before the conclusion of data taking at the beginning of the 2040s. These resources are spread over around 100 computing sites worldwide. Efforts are underway within the experiment to evaluate and mitigate various aspects of the environmental impact of the sites, with the additional long-term goal of making recommendations to the sites that will significantly reduce the total expected environmental impact in the HL-LHC era. These efforts take several forms: building awareness in the experiment community, adjusting aspects of the computing policy, and modifications of data center configurations, either in ways that take advantage of particular features of ATLAS workloads or in generic ways that reduce the environmental impact of the computing resources. This paper describes the ongoing investigations and approaches that have already provided useful and actionable outcomes.
© CERN for the benefit of the ATLAS Collaboration 2025
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
Funded by SCOAP3.
