An implementation of neural simulation-based inference for parameter estimation in ATLAS (2025)
- Authors:
- USP affiliated authors: LEITE, MARCO AURELIO LISBOA - IF ; IMAM, HAJAR - IF
- Unidade: IF
- DOI: 10.1088/1361-6633/add370
- Subjects: FÍSICA NUCLEAR; APRENDIZADO COMPUTACIONAL; INFERÊNCIA ESTATÍSTICA
- Keywords: MACHINE LEARNING; LIKELIHOOD-FREE INFERENCE; NEURAL SIMULATION-BASED INFERENCE; PARAMETER INFERENCE; FREQUENTIST STATISTICS
- Agências de fomento:
- Language: Inglês
- Imprenta:
- Publisher: Institute of Physics Publishing Ltd.
- Publisher place: Bristol
- Date published: 2025
- Source:
- Título: Reports on Progress in Physics
- Volume/Número/Paginação/Ano: Volume 88, Number 6, 067801
- Status:
- Artigo aberto em periódico híbrido (Hybrid Open Access)
- Versão do Documento:
- Versão publicada (Published version)
- Acessar versão aberta:
-
ABNT
AAD, G e IMAM, Hajar e LEITE, M A L. An implementation of neural simulation-based inference for parameter estimation in ATLAS. Reports on Progress in Physics, 2025Tradução . . Disponível em: https://doi.org/10.1088/1361-6633/add370. Acesso em: 06 maio 2026. -
APA
Aad, G., Imam, H., & Leite, M. A. L. (2025). An implementation of neural simulation-based inference for parameter estimation in ATLAS. Reports on Progress in Physics. doi:10.1088/1361-6633/add370 -
NLM
Aad G, Imam H, Leite MAL. An implementation of neural simulation-based inference for parameter estimation in ATLAS [Internet]. Reports on Progress in Physics. 2025 ;[citado 2026 maio 06 ] Available from: https://doi.org/10.1088/1361-6633/add370 -
Vancouver
Aad G, Imam H, Leite MAL. An implementation of neural simulation-based inference for parameter estimation in ATLAS [Internet]. Reports on Progress in Physics. 2025 ;[citado 2026 maio 06 ] Available from: https://doi.org/10.1088/1361-6633/add370 - A precise measurement of the jet energy scale derived from single-particle measurements and in situ techniques in proton–proton collisions at √s = 13 TeV with the ATLAS detector
- Measurement of t¯ tproduction in association with additional b-jets in the eµ final state in proton–proton collisions at √ s =13TeV with the ATLAS detector
- Expected tracking performance of the ATLAS Inner Tracker at the High-Luminosity LHC
- Search for Higgs boson decays into a pair of pseudoscalar particles in the γγτhadτhad final state using pp collisions at √ s =13TeV with the ATLAS detector
- Search for supersymmetry in final states with missing transverse momentum and charm-tagged jets using 139fb−1 of proton-proton collisions at √ s =13TeV with the ATLAS detector
- Search for light neutral particles decaying promptly into collimated pairs of electrons or muons in pp collisions at √s =13TeV with the ATLAS detector
- Observation of t¯t Production in Pb+Pb Collisions at ffiffiffiffiffiffiffi sNN p = 5.02 TeV with the ATLAS Detector
- Search for charged Higgs bosons produced in top-quark decays or in association with top quarks and decaying via H → τ ντ in 13 TeV pp collisions with the ATLAS detector
- Measurement of double-differential charged-current Drell-Yan cross-sections at high transverse masses in pp collisions at √ s =13TeV with the ATLAS detector
- Search for a heavy charged Higgs boson decaying into a W boson and a Higgs boson in final states with leptons and b-jets in √ s =13TeV pp collisions with the ATLAS detector
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