Iskalni niz:
išči po
išči po
išči po
išči po
Vrsta gradiva:
Jezik:
Št. zadetkov: 12
Uporaba strojnega učenja za simulacijo porazdelitev opazljivk na Velikem hadronskem trkalniku
Jan Gavranovič, Borut Paul Kerševan
Magistrsko delo
Oznake: fizika osnovnih delcev;Veliki hadronski trkalnik;Monte Carlo simulacije;strojno učenje;generativno modeliranje;variacijski avtoenkoderji;normalizacijski tokovi;
Izziv, s katerim se soočajo eksperimenti v fiziki osnovnih delcev, so vse večje količine podatkov, tako iz detektorskih meritev, kot iz Monte Carlo simulacij. Zaradi tega postaja strojno učenje standardno orodje za reševanje različnih nalog na tem področju. To magistrsko delo razišče uporabo generat ...
Leto: 2022 Vir: Fakulteta za matematiko in fiziko (UL FMF)
Systematic evaluation of generative machine learning capability to simulate distributions of observables at the large hadron collider
Jan Gavranovič, Borut Paul Kerševan
Izvirni znanstveni članek
Oznake: fizika osnovnih delcev;eksperimentalna fizika;physics of elementary particles;experimental physics;
Monte Carlo simulations are a crucial component when analysing the Standard Model and New physics processes at the Large Hadron Collider. This paper aims to explore the performance of generative models for complementing the statistics of classical Monte Carlo simulations in the final stage of data a ...
Leto: 2024 Vir: Fakulteta za matematiko in fiziko (UL FMF)
Neural fake factor estimation using data-based inference
Jan Gavranovič, Lara Čalić, Jernej Debevc, Else Lytken, Borut Paul Kerševan
Izvirni znanstveni članek
Oznake: fizika visokih energij;hadronski trkalnik;high energy physics;fake factor;electroweak precision physics;
In a high-energy physics data analysis, the term “fake” backgrounds refers to events that would formally not satisfy the (signal) process selection criteria, but are accepted nonetheless due to mis-reconstructed particles. This can occur, e.g., when leptons from secondary decays are incorrectly iden ...
Leto: 2026 Vir: Institut Jožef Stefan (IJS)
Search for electroweak production of vector-like leptons in [tau] -lepton and b-jet final states in pp collisions at [square root] 𝑠= 13 TeV with the ATLAS detector
G. Aad, Vladimir Cindro, Andrej Filipčič, Andrej Gorišek, Bojan Hiti, Borut Paul Kerševan, Gregor Kramberger, Blaž Leban, Igor Mandić, Marko Mikuž, Miha Muškinja, Jakob Novak, Tadej Novak, Jan Gavranovič, Jernej Debevc, Iskra Velkovska
Izvirni znanstveni članek
Oznake: eksperiment ATLAS;hadronski trkalnik;ATLAS experiment;hadron collider;Hadron-Hadron scattering;
Leto: 2025 Vir: Univerza v Novi Gorici (UNG)
ǂThe ǂenvironmental impact, carbon emissions and sustainability of computing in the ATLAS experiment
G. Aad, Vladimir Cindro, Andrej Filipčič, Andrej Gorišek, Bojan Hiti, Borut Paul Kerševan, Gregor Kramberger, Blaž Leban, Igor Mandić, Marko Mikuž, Miha Muškinja, Jakob Novak, Tadej Novak, Jan Gavranovič, Jernej Debevc, Iskra Velkovska
Izvirni znanstveni članek
Oznake: eksperiment ATLAS;hadronski trkalnik;ATLAS experiment;hadron collider;Hadron-Hadron scattering;
Leto: 2025 Vir: Univerza v Novi Gorici (UNG)
Measurements of Higgs boson production via gluon–gluon fusion and vector-boson fusion using H[to]WW*[to] [ell][nu][ell][nu] decays in pp collisions with the ATLAS detector and their effective field theory interpretations
G. Aad, Vladimir Cindro, Andrej Filipčič, Andrej Gorišek, Bojan Hiti, Borut Paul Kerševan, Gregor Kramberger, Blaž Leban, Igor Mandić, Marko Mikuž, Miha Muškinja, Jakob Novak, Tadej Novak, Jan Gavranovič, Jernej Debevc, Iskra Velkovska
Izvirni znanstveni članek
Oznake: eksperiment ATLAS;hadronski trkalnik;ATLAS experiment;hadron collider;Hadron-Hadron scattering;
Leto: 2025 Vir: Univerza v Novi Gorici (UNG)
Search for a light charged Higgs boson in t [to] H[sup]([plus minus])b decays, with H[sup]([plus minus]) [to] cs, in pp collisions at [square root]s=13 TeV with the ATLAS detector
G. Aad, Vladimir Cindro, Andrej Filipčič, Andrej Gorišek, Bojan Hiti, Borut Paul Kerševan, Gregor Kramberger, Blaž Leban, Boštjan Maček, Igor Mandić, Marko Mikuž, Miha Muškinja, Jakob Novak, Tadej Novak, Jernej Debevc, Jan Gavranovič
Izvirni znanstveni članek
Oznake: eksperiment ATLAS;hadronski trkalnik;ATLAS experiment;hadron collider;hadron-hadron scattering;
Leto: 2025 Vir: Univerza v Novi Gorici (UNG)
Total cost of ownership and evaluation of Google cloud resources for the ATLAS experiment at the LHC
G. Aad, Vladimir Cindro, Andrej Filipčič, Andrej Gorišek, Bojan Hiti, Alissa Howard, Borut Paul Kerševan, Gregor Kramberger, Blaž Leban, Igor Mandić, Miha Mali, Marko Mikuž, Miha Muškinja, Jakob Novak, Tadej Novak, Jan Gavranovič, Boštjan Maček
Izvirni znanstveni članek
Oznake: Google project;cloud computing;ATLAS detector;
The ATLAS Google Project was established as part of an ongoing evaluation of the use of commercial clouds by the ATLAS Collaboration, in anticipation of the potential future adoption of such resources by WLCG grid sites to fulfil or complement their computing pledges. Seamless integration of Google ...
Leto: 2025 Vir: Univerza v Novi Gorici (UNG)
Improved reconstruction of highly boosted [tau]-lepton pairs in the [tau][tau] [to] ([mu][nu][sub][mu][nu][sub][tau])(hadrons + [nu][sub][tau]) decay channels with the ATLAS detector
G. Aad, Vladimir Cindro, Andrej Filipčič, Andrej Gorišek, Bojan Hiti, Borut Paul Kerševan, Gregor Kramberger, Blaž Leban, Boštjan Maček, Igor Mandić, Miha Mali, Marko Mikuž, Miha Muškinja, Jakob Novak, Tadej Novak, Jan Gavranovič, Jernej Debevc, Lukasz Zwalinski
Izvirni znanstveni članek
Oznake: eksperiment ATLAS;hadronski trkalnik;ATLAS experiment;hadron collider;
Leto: 2025 Vir: Univerza v Novi Gorici (UNG)
Precision measurement of the B[sup]0 meson lifetime using B[sup]0 [to] J/[psi]K[sup]([ast]0) decays with the ATLAS detector
G. Aad, Vladimir Cindro, Andrej Filipčič, Andrej Gorišek, Bojan Hiti, Borut Paul Kerševan, Gregor Kramberger, Blaž Leban, Boštjan Maček, Miha Mali, Igor Mandić, Marko Mikuž, Miha Muškinja, Jakob Novak, Tadej Novak, Jan Gavranovič, Jernej Debevc, Lukasz Zwalinski
Izvirni znanstveni članek
Oznake: eksperiment ATLAS;hadronski trkalnik;razpad delcev;ATLAS experiment;hadron collider;particle decay;
Leto: 2025 Vir: Univerza v Novi Gorici (UNG)
Št. zadetkov: 12
Ključne besede:
Leto izdaje:
Avtorji:
Repozitorij:
Tipologija:
Jezik: