Profil bibliographique

G. Mantovani

Informations fournies par OpenAlex. Research Africa ne déduit ni nationalité, ni poste, ni coordonnées personnelles.

2Publications signalées
333Citations signalées
2Affiliations récentes

Les institutions déclarées

University of PerugiaIstituto Nazionale di Fisica Nucleare, Sezione di Perugia

Les domaines associés

Particle physics theoretical and experimental studiesHigh-Energy Particle Collisions ResearchQuantum Chromodynamics and Particle InteractionsParticle Detector Development and Performance

Les publications récentes

Accès ouvert 2020 article OpenAlex

Pileup mitigation at CMS in 13 TeV data

Albert M. Sirunyan, A. Tumasyan, W. Adam, F. Ambrogi et autres

With increasing instantaneous luminosity at the LHC come additional reconstruction challenges.At high luminosity, many collisions occur simultaneously within one proton-proton bunch crossing.The isolation of an interesting collision from the additional "pileup" collisions is needed for effective physics performance.In the CMS Collaboration, several …

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175 citations Journal of Instrumentation
Accès ouvert 2020 article OpenAlex

Identification of heavy, energetic, hadronically decaying particles using machine-learning techniques

Albert M. Sirunyan, A. Tumasyan, W. Adam, F. Ambrogi et autres

Machine-learning (ML) techniques are explored to identify and classify hadronic decays of highly Lorentz-boosted W/Z/Higgs bosons and top quarks.Techniques without ML have also been evaluated and are included for comparison.The identification performances of a variety of algorithms are characterized in simulated events …

am, at, by, be, br (code pays fourni par la source)

158 citations Journal of Instrumentation
Notice OpenAlex

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