Stefano Giagu | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Long-Lived Particles Anomaly Detection with Parametrized Quantum Circuits	PARTICLES	2023
COVID-19 therapy optimization by AI-driven biomechanical simulations	THE EUROPEAN PHYSICAL JOURNAL PLUS	2023
Nearest Neighbours Graph Variational AutoEncoder	ALGORITHMS	2023
Convolutional neural network based decoders for surface codes	QUANTUM INFORMATION PROCESSING	2023
Measurement of the nuclear modification factor of b-jets in 5.02 TeV Pb+Pb collisions with the ATLAS detector	THE EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS	2023
Correlations between flow and transverse momentum in Xe+Xe and Pb+Pb collisions at the LHC with the ATLAS detector: A probe of the heavy-ion initial state and nuclear deformation	PHYSICAL REVIEW C	2023
Measurements of the suppression and correlations of dijets in Pb+Pb collisions at sqrt(s_NN)=5.02 TeV	PHYSICAL REVIEW C	2023
Production of Υ(nS) mesons in Pb+Pb and pp collisions at 5.02 TeV	PHYSICAL REVIEW C	2023
Measurement of muon pairs produced via γγ scattering in nonultraperipheral Pb+Pb collisions at sqrt(s_NN)=5.02 TeV with the ATLAS detector	PHYSICAL REVIEW C	2023
Measurement of the total and differential Higgs boson production cross-sections at sqrt(s)=13 TeV with the ATLAS detector by combining the H → ZZ* → 4ℓ and H → γγ decay channels	JOURNAL OF HIGH ENERGY PHYSICS	2023
Measurement of the total cross section and ρ-parameter from elastic scattering in pp collisions at sqrt(s)=13 TeV with the ATLAS detector	THE EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS	2023
Measurement of substructure-dependent jet suppression in Pb+Pb collisions at 5.02 TeV with the ATLAS detector	PHYSICAL REVIEW C	2023
Convergent Approaches to AI Explainability for HEP Muonic Particles Pattern Recognition	COMPUTING AND SOFTWARE FOR BIG SCIENCE	2023
Emulating the impact of additional proton–proton interactions in the ATLAS simulation by presampling sets of inelastic Monte Carlo events	COMPUTING AND SOFTWARE FOR BIG SCIENCE	2022
Operation and performance of the ATLAS semiconductor tracker in LHC Run 2	JOURNAL OF INSTRUMENTATION	2022
Multimodal evaluation of 19F-BPA internalization in pancreatic cancer cells for boron capture and proton therapy potential applications	PHYSICA MEDICA	2022
Search for exotic decays of the Higgs boson into b b¯ and missing transverse momentum in pp collisions at √s = 13 TeV with the ATLAS detector	JOURNAL OF HIGH ENERGY PHYSICS	2022
Search for heavy particles in the b -tagged dijet mass distribution with additional b -tagged jets in proton-proton collisions at s =13 TeV with the ATLAS experiment	PHYSICAL REVIEW D.	2022
Measurement of the c-jet mistagging efficiency in tt¯ events using pp collision data at √s=13 TeV collected with the ATLAS detector	THE EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS	2022
Performance of the ATLAS Level-1 topological trigger in Run 2	EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS	2022

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Progetti di Ricerca

AI-assisted real-time motion correction in magnetic resonance
Sviluppo di algoritmi innovativi di Deep Learning per dati altamente sparsificati e applicazione all'identificazione di particelle prodotte nei decadimenti del bosone di Higgs negli esperimenti a LHC
A Scalable Artificial Intelligence system for Machine and Deep Learning Research and Training at Sapienza Università di Roma

Laboratori di ricerca

Trigger e Acquisizione dati esperimento ATLAS