15–17 Jul 2026
SLAC
America/Los_Angeles timezone

Outlook for AI/ML tools for SNS

15 Jul 2026, 09:40
20m
48/1-112A/B/C/D - Redwood A/B/C/D (SLAC)

48/1-112A/B/C/D - Redwood A/B/C/D

SLAC

90
Operation of scientific systems: Accelerators and Tokamaks Operation of scientific systems

Speaker

Dr Sasha Zhukov (Oak Ridge National Laboratory)

Description

This talk will highlight the operational challenges within the SNS complex. We will cover facility priorities, as illustrated by on-going efforts to implement ML solutions for beam control and facility health. We also describe capabilities that we expect to have benefits and transferability to SNS operations.

Authors

Kiersten Ruisard (Oak Ridge National Laboratory) Dr Sasha Zhukov (Oak Ridge National Laboratory)

Presentation materials