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
- Este artigo possui versão em acesso aberto
- URL de acesso aberto
- Versão do Documento: Versão publicada (Published version)
-
Status: Artigo aberto em periódico híbrido (Hybrid Open Access) -
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: 14 mar. 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 mar. 14 ] 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 mar. 14 ] 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
- Measurement of jet track functions in pp collisions at TeV with the ATLAS detector
- Search for the jet-induced diffusion wake in the quark-gluon plasma via measurements of jet-track correlations in photon-jet events in Pb+Pb collisions at √sNN = 5.02 TeV with the ATLAS detector
- Search for a light charged Higgs boson in t → H±b decays, with H± →cs,inppcollisions at √s = 13 TeV with the ATLAS detector
- Measurement of W±-boson differential cross-sections in proton–proton collisions with low pile-up data at √s = 5.02TeV and 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
- Measurement of the associated production of a top-antitop-quark pair and a Higgs boson decaying into a b¯ b pair in ppcollisions at s =13TeVusing the ATLAS detector at the LHC
- Reconstruction and identification of pairs of collimated τ-leptons decaying hadronically using √s = 13 TeV ppcollision data with the ATLAS detector
- Measurement of the top quark mass with the ATLAS detector using 𝑡̄𝑡 events with a high transverse momentum top quark
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