Search for Exotic Higgs Boson Decays to Merged Diphotons

A Novel CMS Analysis Using End-To-End Deep Learning

af Michael Andrews

This book describes the first application at CMS of deep learning algorithms trained directly on low-level, ¿raw¿ detector data, or so-called end-to-end physics reconstruction. Growing interest in searches for exotic new physics in the CMS collaboration at the Large Hadron Collider at CERN has highlighted the need for a new generation of particle reconstruction algorithms. For many exotic physics searches, sensitivity is constrained not by the ability to extract information from particle-level d... (Læs mere)