Speaker
Description
Particle accelerator modeling tools are largely based on open-source codes that utilize specialized command line interfaces. This makes them well suited for high performance computing workflows, however difficult for proficient usage. Moreover, the associated customized computing environments makes models difficult to share. RadiaSoft developed a browser-based toolkit enabling accelerator simulation interfacing and constructing end-to-end simulations. In a parallel partnership with SLAC, development of infrastructure for deploying our models leveraging online models integrated with LUME. Additionally, we have developed infrastructure for connecting our GUIs directly to beamlines through a control-system layer, bluesky. Our goal is to provide integration services for deploying models on the machine utilizing either a physics back-end or a machine learning back-end. Here we will introduce our toolkits, provide example demonstrations, and describe our plans for machine learning integration.
