Searches for new physics using unsupervised machine learning for anomaly detection in $\sqrt{s}$ = 13 TeV $pp$ collisions recorded by the ATLAS detector at the LHC

31 Jul 2024, 10:20
20m
Palazzo Ducale (Genova, Italy)

Palazzo Ducale

Genova, Italy

Talk BSM BSM

Speaker

Benjamin Michael Wynne

Description

Various searches for new resonances using unsupervised machine learning for anomaly detection are presented. These searches look at two-body invariant masses including leptons, at a heavy resonance Y decaying into a Standard Model Higgs boson H and a new particle X in a fully hadronic final state, or at the masses of two jets.

Primary authors

Presentation materials