Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network

ATLAS Collaboration

doi:10.21468/SciPostPhys.19.6.155

Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network

ATLAS Collaboration

Aix-Marseille Université and CNRS/IN2P3
Department for Physics and Technology
University of Bergen
University of Oklahoma
United Arab Emirates University
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
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
SLAC National Accelerator Laboratory
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
Institut fu¨r Physik
Transilvania University of Brasov
Horia Hulubei National Institute of Physics and Nuclear Engineering
Department of Physics
Alexandru Ioan Cuza University of Iasi
CERN
Azerbaijan Academy of Sciences
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
Faculté des Sciences Semlalia
Réseau Universitaire de Physique des Hautes Energies - Université Hassan II
Physics Department
Lunds Universitet
Departments of Physics and Astronomy
State University of New York
Waseda University
University of Bonn
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
Department of Physics
Oklahoma State University
Physics Department
National Technical University of Athens (NTUA)

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

Original language	English
Article number	155
Journal	SciPost Physics
Volume	19
Issue number	6
DOIs	https://doi.org/10.21468/SciPostPhys.19.6.155
State	Published - 2025

ASJC Scopus Subject Areas

General Physics and Astronomy

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10.21468/SciPostPhys.19.6.155

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@article{c3d0cdd299f5479bbc54e9efa77fc8ad,

title = "Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network",

author = "\{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 Y. Abulaiti and Acharya, \{B. S.\} and A. Ackermann and Bourdarios, \{C. Adam\} 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 A. Aggarwal and C. Agheorghiesei and F. Ahmadov and S. Ahuja and X. Ai and G. Aielli and A. Aikot and Tamlihat, \{M. Ait\} 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 Alberghi, \{G. L.\} and J. Albert and P. Albicocco and Albouy, \{G. L.\} and S. Alderweireldt and Alegria, \{Z. L.\} and M. Aleksa and Aleksandrov, \{I. N.\} and C. Alexa and T. Alexopoulos and L. Sawyer and M. Wobisch",

note = "Publisher Copyright: {\textcopyright} CERN for the benefit of the ATLAS collaboration.",

year = "2025",

doi = "10.21468/SciPostPhys.19.6.155",

language = "English",

volume = "19",

journal = "SciPost Physics",

issn = "2542-4653",

number = "6",

}

TY - JOUR

T1 - Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network

AU - 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 - Abulaiti, Y.

AU - Acharya, B. S.

AU - Ackermann, A.

AU - Bourdarios, C. Adam

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 - Aggarwal, A.

AU - Agheorghiesei, C.

AU - Ahmadov, F.

AU - Ahuja, S.

AU - Ai, X.

AU - Aielli, G.

AU - Aikot, A.

AU - Tamlihat, M. Ait

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 - Alberghi, G. L.

AU - Albert, J.

AU - Albicocco, P.

AU - Albouy, G. L.

AU - Alderweireldt, S.

AU - Alegria, Z. L.

AU - Aleksa, M.

AU - Aleksandrov, I. N.

AU - Alexa, C.

AU - Alexopoulos, T.

AU - Sawyer, L.

AU - Wobisch, M.

PY - 2025

Y1 - 2025

UR - https://www.scopus.com/pages/publications/105034454598

UR - https://www.scopus.com/pages/publications/105034454598#tab=citedBy

U2 - 10.21468/SciPostPhys.19.6.155

DO - 10.21468/SciPostPhys.19.6.155

M3 - Article

AN - SCOPUS:105034454598

SN - 2542-4653

VL - 19

JO - SciPost Physics

JF - SciPost Physics

IS - 6

M1 - 155

ER -

Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network

ASJC Scopus Subject Areas

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