9–11 Oct 2024
Campus des Cordeliers, Paris, Metro Odeon
Europe/Paris timezone

Transformer-based Jet Flavor Tagging in Full Simulation for CLD at FCC-ee

9 Oct 2024, 15:35
20m
Amphi Roussy

Amphi Roussy

ORAL WG2 - Physics Analysis Methods Parallel - WG2

Speaker

Sara Aumiller (Technical University of Munich (TUM))

Description

The precision study of the Higgs boson is a primary goal for future e+e- colliders. Accurate identification of its decay products is crucial for these measurements. Utilizing full simulation of proposed detector concepts provides a realistic estimate of the expected physics performance. In this talk, I will present the first results on jet flavor tagging in full simulation for the proposed CLD detector at FCC-ee, achieved using a transformer-based neural network.

Primary authors

Sara Aumiller (Technical University of Munich (TUM)) Dr Michele Selvaggi (CERN) Dr Dolores Garcia (CERN)

Presentation materials