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

50 pages in total, author list starting page 33, 8 figures, 1 table, published by Rep. Prog. Phys. All figures including auxiliary figures are available at https://atlas.web.cern.ch/Atlas/GROUPS/PHYSICS/PAPERS/SOFT-2023-01

Bibliographic Details
Authors: ATLAS Collaboration, Aikot, A., Amos, K. R., Bouchhar, N., Cabrera Urbán, S., Cantero, J., Castillo Gimenez, V., Chitishvili, M., Costa, M.J., Curcio, F., Didenko, F., Escobar, Carlos, Fernandez-Martinez, Pablo, Fiorini, L., Fuster, J., García, C., García Navarro, J. E., Gómez Delegido; A. J., González de la Hoz, S., Hofer, J., Lacasta Llácer, Carlos, Lanzac Berrocal, M., Marti-Garcia, S., Martinez Agullo, P., Melini, D., Mitsou, Vasiliki A., Monsonis Romero, L., Moreno Llácer, M., Munoz Perez, D., Navarro-Gonzalez, J., Poveda, J., Rubio Jimenez, A., Ruiz-Martinez, A., Saibel, A., Salt, J., Sánchez, J., Sánchez Sebastian, V., Senthilkumar, V., Soldevilla, U., Torró Pastor, E., Valero, A., Valiente Moreno, E., Valls Ferrer, J.A., Varriale, L., Villaplana Pérez, M., Vos, M., Zakareishvili, T.
Format: article
Status:Published version
Publication Date:2025
Country:España
Institution:Consejo Superior de Investigaciones Científicas (CSIC)
Repository:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:dnet:digitalcsic_::f7ea530d61b3c2528e780294b553e60d
Online Access:http://hdl.handle.net/10261/429000
http://arxiv.org/abs/2412.01600v2
Access Level:Open access
Keyword:Frequentist statistics
Likelihood-free inference
Machine learning
Neural simulation-based inference
Parameter inference
Description
Summary:50 pages in total, author list starting page 33, 8 figures, 1 table, published by Rep. Prog. Phys. All figures including auxiliary figures are available at https://atlas.web.cern.ch/Atlas/GROUPS/PHYSICS/PAPERS/SOFT-2023-01

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