2.–5. Okt. 2024
Lufthansa Seeheim Conference Hotel
Europe/Berlin Zeitzone

PyORBIT as an Online Model and Virtual Accelerator at SNS

03.10.2024, 11:00
30m
Living Room 1+2

Living Room 1+2

Invited talk E-2 Surrogates and Machine Learning, Optimisation, Control Sessions in Living Room 1+2

Sprecher

Brandon Cathey (Spallation Neutron Source)

Beschreibung

PyORBIT is a Partice-in-Cell simulation code widely used in the accelerator community. We have developed accelerator simulation software that includes EPICS and runs PyORBIT as its physics model. This PyORBIT virtual accelerator is currently in use as a digital twin for developing Control Room software, training and testing Machine Learning models, and training operators at the Spallation Neutron Source.

Hauptautor

Brandon Cathey (Spallation Neutron Source)

Co-Autoren

Alexandr Zhukov (BINP) Andrei Shishlo (ORNL) Armen Kasparian (Thomas Jefferson National Accelerator Facility) Carrie Elliott (ORNL) David Brown (ORNL)

Präsentationsmaterialien