Anomaly detection in low-latency systems : Case study of CERN-LHC superconducting magnets

by Dr Maciej Wielgosz (ACK Cyfronet)

Thursday 5 Nov 2020, 11:00 → 13:00 Europe/Warsaw

ZOOM

Abstract:
Anomaly detection and modelling in low-latency regime is a challenging task. My talk will cover several aspects of using Deep Learning methods for superconducting magnets signals modelling. I will in particular focus on architecture choice of models and also mapping to hardware for high performance".

Literature:
https://doi.org/10.1016/j.engappai.2018.06.012
https://www.mdpi.com/1424-8220/19/13/2981
 

Wielgosz5lis2020.pdf