Keywords: Sipanje vektorskih bozonov, standardni model, Monte-Carlo generatorji, hitra detektorska simulacija, meritev polarizacije bozona $W$, MAOS algoritem, ATLAS detektor, PDF negotovostFull text (file, 3,56 MB)
Keywords: ATLAS, same-charge leptons, seesaw model, Higgs: charge 2, neutrino: right-handed, CERN LHC, two jets, left-right symmetry, Higgs: pair production, neutrino: heavy, 13 TeVFull text (file, 12,07 MB)
Keywords: seesaw mechanism, type-III seesaw, fermion triplet, machine learning, boosted decision trees, neural networks, ATLAS, CERN, LHC Run 2, dilepton, two jets, missing transverse energyFull text (file, 6,47 MB)
Keywords: fizika osnovnih delcev, LHC, Monte Carlo simulacije, strojno učenje, generativno modeliranje, variacijski avtoenkoderji, normalizacijski tokoviFull text (file, 9,88 MB)
Keywords: ATLAS, CERN, LHC Run 2, left-right symmetry, type-II seesaw, Zee-Babu model, machine learning, boosted decision trees, neural networks, same-charge leptons, doubly charged Higgs, lepton flavour violationFull text (file, 9,17 MB)
Keywords: strojno učenje, regresija z Gaussovimi procesi, osnovni delci, ekstrapolacija, regresija, magnetno polje, detektorji delcev, rekonstrukcija, sledi delcev, dipolFull text (file, 7,08 MB)