AI-based event classification with CMS

Jul 29, 2024, 4:40 PM
20m
Palazzo Ducale (Genova, Italy)

Palazzo Ducale

Genova, Italy

Talk Novel Techniques Novel Techniques

Speaker

Chen Zhou

Description

Reconstructing heavy particles from their observed decay products becomes complex when decay chains with many intermediate and final state particles are involved and requires solving ambiguities. Modern machine learning techniques offer new solutions to this task. We discuss new applications of machine-learning techniques for event-level particle reconstruction in CMS.

Primary authors

Presentation materials