29. Oktober 2024
GSI Helmholtzzentrum für Schwerionenforschung GmbH
Europe/Berlin Zeitzone

Machine-Learning Applications at CRYRING@ESR – 
Experiences and Ideas

29.10.2024, 16:45
15m
KBW Lecture Hall (GSI Helmholtzzentrum für Schwerionenforschung GmbH)

KBW Lecture Hall

GSI Helmholtzzentrum für Schwerionenforschung GmbH

Planckstraße 1, 64291 Darmstadt, Germany
Accelerator/experiment Optimisation Session

Sprecher

Ralf-Wolfgang Geithner (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))

Beschreibung

CRYRNG@ESR is a low-energy ion storage ring and Swedish in-kind contributon to FAIR. It is operational since 2019 serving atomic, nuclear and material physics experiments. Besides this purpose, it serves as a test bench for new FAIR concepts such as novel detectors and control system features. In this context, the "device-automator" application provides an end-user application for implementing various optimizers, in particular a genetic optimizer. It is integrated into the FAIR Control System stack and available for operating in the FAIR CS launcher. We will report on the experiences made using genetics optimization, challenges and future prospects.

Hauptautor

Ralf-Wolfgang Geithner (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))

Co-Autoren

Zoran Andelkovic (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI)) Dr. Svetlana Fedotova (GSI Helmholtzzentrum für Schwerionenforschung GmbH) Frank Herfurth (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI)) Sergiy Trotsenko (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI)) Gleb Vorobyev (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))

Präsentationsmaterialien