EPICS Collaboration Meeting September 2022

Using EPICS to facilitate Machine Learning at ISIS

MISC

23 Sept 2022, 09:40

5m

Kolokvij lecture room (J. Stefan Institute)

Lightning talk Miscellaneaous Lightning talks

Speaker

Kathryn Baker

Description

The migration of the ISIS accelerators to a new control system presents opportunities to integrate new technologies such as machine learning into every-day operations. This talk will focus on how EPICS is being used to facilitate the development of machine learning models and optimisation routines to improve the stability and reliability of the ISIS accelerators.

Presentation materials

Using EPICS to facilitate Machine Learning at ISIS.pdf

Using EPICS to facilitate Machine Learning at ISIS.pptx