02232nam0 22004933i 450 VAN0028252920241205103052.734N978303087938920241105d2021 |0itac50 baengCH|||| |||||Higgs Boson Decays into a Pair of Bottom QuarksObservation with the ATLAS Detector and Machine Learning ApplicationsDoctoral Thesis accepted by University of Oxford, Oxford, UKCecilia TosciriChamSpringer2021xix, 159 p.ill.24 cm001VAN001041932001 Springer thesesrecognizing outstanding Ph.D. research210 BerlinSpringer2010-68TxxArtificial intelligence [MSC 2020]VANC021266MF81TxxQuantum field theory; related classical field theories [MSC 2020]VANC027580MF81V35Nuclear physics [MSC 2020]VANC023270MFATLAS experimentKW:KApproximate Nearest NeighboursKW:KBottom QuarksKW:KEffective field theoryKW:KFast SimulationKW:KFrozen ShowersKW:KHierarchical Navigable Small WorldKW:KHiggs BosonKW:KInverted IndexKW:KLarge Hadron ColliderKW:KMachine learningKW:KParticle physicsKW:KSimilarity SearchKW:KSimplified Template Cross Section FrameworkKW:KCHChamVANL001889TosciriCeciliaVANV2353831073623Springer <editore>VANV108073650ITSOL20250131RICAhttp://doi.org/10.1007/978-3-030-87938-9E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN00282529BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08DLOAD e-Book 9585 08eMF9585 20241113 Higgs Boson Decays into a Pair of Bottom Quarks2569725UNICAMPANIA