Deep Learning and the challenges of High-Luminosity LHC

22 Aug 2018, 14:30
30m
RAI-G-041 (Zürich)

RAI-G-041

Zürich

Rämistrasse 74

Speaker

Maurizio Pierini (CERN)

Description

In this talk, I review some of the big challenges that will come with High-Luminosity LHC
and how Deep Learning could be used as a paradigm-shift solution to face such a challenge.
Reviewing existing proof-of-principle studies, I will discuss how the usage of Deep Learning solutions
could alleviate the task of collecting, processing, monitoring and analysing the large datasets
that the LHC will deliver.

Presentation materials