2–7 Jan 2018
Skeikampen, Norway
Europe/Oslo timezone

Separating heavy Higgses using machine learning

4 Jan 2018, 18:00
15m
Skeikampen, Norway

Skeikampen, Norway

Hotellvegen 3, 2652 Svingvoll, Norway
Contributed talk Particle Physics and Artificial Intelligence Thursday PM

Speaker

Inga Strumke (University of Bergen (NO))

Description

We study the prospects for using deep neural networks to distinguish collider signals from heavy and mass degenerate CP-odd and CP-even Higgs bosons. The close overlap in the kinematic features highlights a challenge related to the bias introduced by training data.

Primary author

Inga Strumke (University of Bergen (NO))

Presentation materials