Simultaneous energy and mass calibration of large-radius jets with the ATLAS detector using a deep neural network

The ATLAS collaboration

doi:10.1088/2632-2153/ad611e

Simultaneous energy and mass calibration of large-radius jets with the ATLAS detector using a deep neural network

The ATLAS collaboration

Physics

Aix-Marseille Université and CNRS/IN2P3
Department for Physics and Technology
University of Bergen
University of Oklahoma
New York University Abu Dhabi
Georg-August-Universität Göttingen
Fakultät Physik
Technische Universität Dortmund
Brookhaven National Laboratory Physics Department
Physics Department
Southern Methodist University
Université Mohammed V
Tel Aviv University
Department of Physics
Technion: Israel Institute of Technology
New York University
INFN Sezione di Roma Tre
ICTP
King’s College London
Ruprecht-Karls-Universität Heidelberg
Université Savoie Mont Blanc
Faculty of Physics and Applied Computer Science
AGH University of Science and Technology
Department of Physics
Brandeis University
School of Physics and Astronomy
University of Manchester
Department of Physics
Northern Illinois University
Department of Physics
Bogazici University
Istanbul University
Rutherford Appleton Laboratory
Santa Cruz Institute for Particle Physics
University of Chicago
The Barcelona Institute of Science and Technology
INFN Sezione di Pavia
Università di Pavia
Institut fu¨r Physik
Transilvania University of Brasov
Department of Physics
Alexandru Ioan Cuza University of Iasi
Azerbaijan Academy of Sciences
CERN
McGill University
University of London
Royal Holloway University of London
School of Physics
INFN Sezione di Roma Tor Vergata
Università di Roma Tor Vergata
Centro Mixto Universidad de Valencia – CSIC
Réseau Universitaire de Physique des Hautes Energies - Université Hassan II
Physics Department
Lunds Universitet
Waseda University
University of Bonn
Columbia University
Dipartimento di Fisica e Astronomia A. Righi
Università di Bologna
INFN Sezione di Bologna
Department of Physics and Astronomy
University of Victoria
Laboratori Nazionali di Frascati
Université Grenoble-Alpes
University of Edinburgh
Oklahoma State University

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	035051
Journal	Machine Learning: Science and Technology
Volume	5
Issue number	3
DOIs	https://doi.org/10.1088/2632-2153/ad611e
State	Published - Sep 1 2024

ASJC Scopus Subject Areas

Software
Human-Computer Interaction
Artificial Intelligence

Keywords

ATLAS
CERN jets
calibrations
detector

Access to Document

10.1088/2632-2153/ad611e

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@article{74f4fe88057c4dc9b2311cea411eefbc,

title = "Simultaneous energy and mass calibration of large-radius jets with the ATLAS detector using a deep neural network",

keywords = "ATLAS, CERN jets, calibrations, detector",

author = "\{The ATLAS collaboration\} and G. Aad and E. Aakvaag and B. Abbott and S. Abdelhameed and K. Abeling and Abicht, \{N. J.\} and Abidi, \{S. H.\} and M. Aboelela and A. Aboulhorma and H. Abramowicz and H. Abreu and Y. Abulaiti and Acharya, \{B. S.\} and A. Ackermann and \{Adam Bourdarios\}, C. and L. Adamczyk and Addepalli, \{S. V.\} and Addison, \{M. J.\} and J. Adelman and A. Adiguzel and T. Adye and Affolder, \{A. A.\} and Y. Afik and Agaras, \{M. N.\} and J. Agarwala and A. Aggarwal and C. Agheorghiesei and F. Ahmadov and Ahmed, \{W. S.\} and S. Ahuja and X. Ai and G. Aielli and A. Aikot and \{Ait Tamlihat\}, M. and B. Aitbenchikh and M. Akbiyik and {\AA}kesson, \{T. P.A.\} and Akimov, \{A. V.\} and D. Akiyama and Akolkar, \{N. N.\} and S. Aktas and \{Al Khoury\}, K. and Alberghi, \{G. L.\} and J. Albert and P. Albicocco and Albouy, \{G. L.\} and S. Alderweireldt and Alegria, \{Z. L.\} and M. Aleksa and M. Wobisch",

note = "Publisher Copyright: {\textcopyright} 2024 The Author(s). Published by IOP Publishing Ltd.",

year = "2024",

month = sep,

day = "1",

doi = "10.1088/2632-2153/ad611e",

language = "English",

volume = "5",

journal = "Machine Learning: Science and Technology",

issn = "2632-2153",

number = "3",

}

TY - JOUR

T1 - Simultaneous energy and mass calibration of large-radius jets with the ATLAS detector using a deep neural network

AU - The ATLAS collaboration

AU - Aad, G.

AU - Aakvaag, E.

AU - Abbott, B.

AU - Abdelhameed, S.

AU - Abeling, K.

AU - Abicht, N. J.

AU - Abidi, S. H.

AU - Aboelela, M.

AU - Aboulhorma, A.

AU - Abramowicz, H.

AU - Abreu, H.

AU - Abulaiti, Y.

AU - Acharya, B. S.

AU - Ackermann, A.

AU - Adam Bourdarios, C.

AU - Adamczyk, L.

AU - Addepalli, S. V.

AU - Addison, M. J.

AU - Adelman, J.

AU - Adiguzel, A.

AU - Adye, T.

AU - Affolder, A. A.

AU - Afik, Y.

AU - Agaras, M. N.

AU - Agarwala, J.

AU - Aggarwal, A.

AU - Agheorghiesei, C.

AU - Ahmadov, F.

AU - Ahmed, W. S.

AU - Ahuja, S.

AU - Ai, X.

AU - Aielli, G.

AU - Aikot, A.

AU - Ait Tamlihat, M.

AU - Aitbenchikh, B.

AU - Akbiyik, M.

AU - Åkesson, T. P.A.

AU - Akimov, A. V.

AU - Akiyama, D.

AU - Akolkar, N. N.

AU - Aktas, S.

AU - Al Khoury, K.

AU - Alberghi, G. L.

AU - Albert, J.

AU - Albicocco, P.

AU - Albouy, G. L.

AU - Alderweireldt, S.

AU - Alegria, Z. L.

AU - Aleksa, M.

AU - Wobisch, M.

PY - 2024/9/1

Y1 - 2024/9/1

KW - ATLAS

KW - CERN jets

KW - calibrations

KW - detector

UR - https://www.scopus.com/pages/publications/85203423356

UR - https://www.scopus.com/pages/publications/85203423356#tab=citedBy

U2 - 10.1088/2632-2153/ad611e

DO - 10.1088/2632-2153/ad611e

M3 - Article

AN - SCOPUS:85203423356

SN - 2632-2153

VL - 5

JO - Machine Learning: Science and Technology

JF - Machine Learning: Science and Technology

IS - 3

M1 - 035051

ER -

Simultaneous energy and mass calibration of large-radius jets with the ATLAS detector using a deep neural network

ASJC Scopus Subject Areas

Keywords

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