19–24 May 2024
Music City Center
US/Central timezone

Integrating sustainable computational strategies in light source accelerator upgrades

MOPG18
20 May 2024, 16:00
2h
Bluegrass (MCC Exhibit Hall A)

Bluegrass

MCC Exhibit Hall A

Poster Presentation MC2.A06 Free Electron Lasers Monday Poster Session

Speaker

Mathias Vogt (Deutsches Elektronen-Synchrotron DESY)

Description

The operation of light source accelerators is a complex process that involves a combination of empirical and theoretical 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 diagnostics, machine learning algorithms, and comprehensive simulations to achieve this. To optimize resources, we constantly 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 become crucial, enabling us to employ advanced optimization techniques and possibly AI. 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.

Footnotes

  • New opportunities for excellent FEL experiments at FLASH (another contribution to the IPAC 2024 conference)
Region represented Europe
Paper preparation format LaTeX

Author

Pardis Niknejadi (Deutsches Elektronen-Synchrotron DESY)

Co-authors

Dmitrii Samoilenko (Universität Hamburg) Eugenio Ferrari (Deutsches Elektronen-Synchrotron DESY) Fabian Pannek (Universität Hamburg) Georgia Paraskaki (Deutsches Elektronen-Synchrotron DESY) Johann Zemella (Deutsches Elektronen-Synchrotron DESY) Lucas Schaper (Deutsches Elektronen-Synchrotron DESY) Margarit Asatrian (Universität Hamburg) Mathias Vogt (Deutsches Elektronen-Synchrotron DESY) Dr Siegfried Schreiber (Deutsches Elektronen-Synchrotron DESY) Sven Ackermann (Deutsches Elektronen-Synchrotron DESY) Dr Tino Lang (Deutsches Elektronen-Synchrotron DESY) Wolfgang Hillert (Universität Hamburg)

Presentation materials

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