May 31, 2022 to June 1, 2022
America/Bogota timezone

Dark matter from dark photon signal classification at DUNE near detector with machine learning

May 31, 2022, 2:45 PM
45m

Speaker

Guillermo Palacio

Description

We study a scalar dark matter (DM) model with two DM species coupled to the Standard Model (SM) particles via a sub-GeV dark photon. The two DM candidates can be produced at fixed-target experiments a la Beam- Dump. We used machine learning techniques to distinguish signal from background and explored the potential reach in the sensitivity of DUNE near detector.

Primary author

Presentation materials