An implementation of neural simulation-based inference for parameter estimation in ATLAS

Aad, G., Aakvaag, E., Abbott, B. et al. (97 more authors) (2025) An implementation of neural simulation-based inference for parameter estimation in ATLAS. Reports on Progress in Physics, 88 (6). 067801. ISSN 0034-4885

Abstract

Metadata

Item Type: Article
Authors/Creators:
  • Aad, G.
  • Aakvaag, E.
  • Abbott, B.
  • Abdelhameed, S.
  • Abeling, K.
  • Abicht, N.J.
  • Abidi, S.H.
  • Aboelela, M.
  • Aboulhorma, A.
  • Abramowicz, H.
  • Abulaiti, Y.
  • Acharya, B.S.
  • Ackermann, A.
  • Adam Bourdarios, C.
  • Adamczyk, L.
  • Addepalli, S.V.
  • Addison, M.J.
  • Adelman, J.
  • Adiguzel, A.
  • Adye, T.
  • Affolder, A.A.
  • Afik, Y.
  • Agaras, M.N.
  • Aggarwal, A.
  • Agheorghiesei, C.
  • Ahmadov, F.
  • Ahuja, S.
  • Ai, X.
  • Aielli, G.
  • Aikot, A.
  • Ait Tamlihat, M.
  • Aitbenchikh, B.
  • Akbiyik, M.
  • Åkesson, T.P.A.
  • Akimov, A.V.
  • Akiyama, D.
  • Akolkar, N.N.
  • Aktas, S.
  • Alberghi, G.L.
  • Albert, J.
  • Albicocco, P.
  • Albouy, G.L.
  • Alderweireldt, S.
  • Alegria, Z.L.
  • Aleksa, M.
  • Aleksandrov, I.N.
  • Alexa, C.
  • Alexopoulos, T.
  • Alfonsi, F.
  • Algren, M.
  • Alhroob, M.
  • Ali, B.
  • Ali, H.M.J.
  • Ali, S.
  • Alibocus, S.W.
  • Aliev, M.
  • Alimonti, G.
  • Alkakhi, W.
  • Allaire, C.
  • Allbrooke, B.M.M.
  • Allen, J.S.
  • Allen, J.F.
  • Allport, P.P.
  • Aloisio, A.
  • Alonso, F.
  • Alpigiani, C.
  • Alsolami, Z.M.K.
  • Alvarez Fernandez, A.
  • Alves Cardoso, M.
  • Alviggi, M.G.
  • Aly, M.
  • Amaral Coutinho, Y.
  • Ambler, A.
  • Amelung, C.
  • Amerl, M.
  • Ames, C.G.
  • Amidei, D.
  • Amini, B.
  • Amirie, K.
  • Amirkhanov, A.
  • Amor Dos Santos, S.P.
  • Amos, K.R.
  • Amperiadou, D.
  • An, S.
  • Ananiev, V.
  • Anastopoulos, C.
  • Andeen, T.
  • Anders, J.K.
  • Anderson, A.C.
  • Andreazza, A.
  • Angelidakis, S.
  • Angerami, A.
  • Anisenkov, A.V.
  • Annovi, A.
  • Antel, C.
  • Antipov, E.
  • Antonelli, M.
  • Anulli, F.
  • Aoki, M.
  • Aoki, T.
Copyright, Publisher and Additional Information:

© 2025 The Author(s). Published by IOP Publishing Ltd. Original Content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. (https://creativecommons.org/licenses/by/4.0/)

Keywords: machine learning; likelihood-free inference; neural simulation-based inference; parameter inference; frequentist statistics
Dates:
  • Accepted: 2 May 2025
  • Published (online): 27 May 2025
  • Published: June 2025
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Science (Sheffield) > School of Mathematical and Physical Sciences
Depositing User: Symplectic Sheffield
Date Deposited: 11 Jun 2025 10:39
Last Modified: 11 Jun 2025 10:39
Status: Published
Publisher: IOP Publishing
Refereed: Yes
Identification Number: 10.1088/1361-6633/add370
Open Archives Initiative ID (OAI ID):

Export

Statistics