Speaker
Anthony Tran
(Argonne National Lab)
Description
The Argonne Wakefield Accelerator (AWA) is a flexible user facility and testbed for accelerator physics, radiofrequency technology, and advanced accelerator concepts. Recent efforts include migrating controls to EPICS for greater standardization and portability across facilities, alongside the addition of a new low-level RF system. These hardware upgrades have enabled the deployment of Bayesian optimization for automatic tuning and generative phase-space reconstruction. Further expanding these capabilities to integrate HPC resources for online analysis, deploy online digital twins, and further extend autonomous control to complex tasks is our main goal. This contribution will report on current progress and near-term plans.
Authors
Anthony Tran
(Argonne National Lab)
Alexander Ody
(Argonne National Lab)
Liu Wanming
(Argonne National Lab)
Philippe Piot
(Argonne National Laboratory)
John Power
(Argonne National Laboratory)
Tasfia Yeashna
(NIU)
Ryan Roussel
(SLAC)
