Measurement of off-shell Higgs boson production in the H∗ → ZZ → 4l decay channel using a neural simulation-based inference technique in 13 TeV pp collisions with the ATLAS detector

The ATLAS collaboration

doi:10.1088/1361-6633/adcd9a

Measurement of off-shell Higgs boson production in the H^∗ → ZZ → 4l decay channel using a neural simulation-based inference technique in 13 TeV pp collisions with the ATLAS detector

The ATLAS collaboration

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
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
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
Department of Physics
Alexandru Ioan Cuza University of Iasi
Azerbaijan Academy of Sciences
CERN
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
Departments of Physics and Astronomy
State University of New York
Waseda University
University of Bonn
Bogazici University
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
Horia Hulubei National Institute of Physics and Nuclear Engineering
Physics Department
National Technical University of Athens (NTUA)

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

Original language	English
Article number	057803
Journal	Reports on Progress in Physics
Volume	88
Issue number	5
DOIs	https://doi.org/10.1088/1361-6633/adcd9a
State	Published - May 1 2025

ASJC Scopus Subject Areas

General Physics and Astronomy

Keywords

frequentist statistics
likelihood-free inference
machine learning
neural simulation-based inference
parameter inference

Access to Document

10.1088/1361-6633/adcd9a

Cite this

@article{fb0a97560ed6429b9b25842e25b10e68,

title = "Measurement of off-shell Higgs boson production in the H∗ → ZZ → 4l decay channel using a neural simulation-based inference technique in 13 TeV pp collisions with the ATLAS detector",

keywords = "frequentist statistics, likelihood-free inference, machine learning, neural simulation-based inference, parameter inference",

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 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 A. Aggarwal and C. Agheorghiesei and F. Ahmadov 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 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} 2025 The Author(s).",

year = "2025",

month = may,

day = "1",

doi = "10.1088/1361-6633/adcd9a",

language = "English",

volume = "88",

journal = "Reports on Progress in Physics",

issn = "0034-4885",

number = "5",

}

TY - JOUR

T1 - Measurement of off-shell Higgs boson production in the H∗ → ZZ → 4l decay channel using a neural simulation-based inference technique in 13 TeV pp collisions with the ATLAS detector

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 - 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 - Aggarwal, A.

AU - Agheorghiesei, C.

AU - Ahmadov, F.

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 - 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 - 2025/5/1

Y1 - 2025/5/1

KW - frequentist statistics

KW - likelihood-free inference

KW - machine learning

KW - neural simulation-based inference

KW - parameter inference

UR - https://www.scopus.com/pages/publications/105007211941

UR - https://www.scopus.com/pages/publications/105007211941#tab=citedBy

U2 - 10.1088/1361-6633/adcd9a

DO - 10.1088/1361-6633/adcd9a

M3 - Article

C2 - 40239680

AN - SCOPUS:105007211941

SN - 0034-4885

VL - 88

JO - Reports on Progress in Physics

JF - Reports on Progress in Physics

IS - 5

M1 - 057803

ER -

Measurement of off-shell Higgs boson production in the H^∗ → ZZ → 4l decay channel using a neural simulation-based inference technique in 13 TeV pp collisions with the ATLAS detector

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this