%0 Conference Paper
%A Niknejadi, Pardis
%A Ackermann, Sven
%A Ferrari, Eugenio
%A Lang, Tino
%A Paraskaki, Georgia
%A Schaper, Lucas
%A Schreiber, Siegfried
%A Vogt, Mathias
%A Zemella, Johann
%A Asatrian, Margarit
%A Hillert, Wolfgang
%A Pannek, Fabian
%A Samoilenko, Dmitrii
%T Integrating sustainable computational strategies in light source accelerator upgrades
%C Geneva, Switzerland
%I JACoW Publishing
%M PUBDB-2024-01898
%@ 978-3-95450-247-9
%P 343 - 346
%D 2024
%Z JaCOW does not allow addresses with zip code.
%< [Ebook] 15th International Particle Accelerator Conference, Nashville, Tennessee : May 19-24, 2024, Nashville, Tennessee, USA : proceedings / Pilat, Fulvia ; Andrian, Ivan , [Geneva] : JACoW Publishing, [2024],
%X The operation of light source accelerators is a complex process that involves a combination of empirical and theoret- ical physics, simulations, and data-intensive methodologies. For example, the FLASH1 beamline at DESY is upgrading to an external seeding FEL light source. We utilize special di- agnostics, machine learning algorithms, and comprehensive simulations to achieve this. To optimize resources, we con- stantly look to improve our approach, allowing us to robustly control the accelerator and meet the desired stability of our users. Machine learning and GPU-based algorithms have be- come crucial, enabling us to employ advanced optimization techniques and possibly Artificial Intelligence. However, in many cases, it is imperative to establish a robust mechanism for simulations involving large particle numbers to ensure that future upgrades and experiments can effectively and sustainably leverage these computational strategies.
%B 15th International Particle Accelerator Conference
%C 20 May 2024 - 24 May 2024, Nashville, TN (USA)
Y2 20 May 2024 - 24 May 2024
M2 Nashville, TN, USA
%K Accelerator Physics (Other)
%K mc2-photon-sources-and-electron-accelerators - MC2: Photon Sources and Electron Accelerators (Other)
%K MC2.A06 - MC2.A06 Free Electron Lasers (Other)
%F PUB:(DE-HGF)8 ; PUB:(DE-HGF)7
%9 Contribution to a conference proceedingsContribution to a book
%R 10.18429/JACoW-IPAC2024-MOPG18
%U https://bib-pubdb1.desy.de/record/607500