Conveners
Beam dynamics modelling <-> Controls, data and automation
- Verena Kain (CERN)
- Giovanni Iadarola (CERN)
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Szymon Lopaciuk (CERN)12/12/2024, 08:45
Xsuite: overview on status and long term plans.
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Opportunities from transitioning to modern technologies(e.g. python integration, live simulations in operation and MD, integration of AI)
Integration of (full) simulators in control system - status, challenges, required collaborations
Synergies in modelling and design choices between next generation of accelerators and present ones. -
Riccardo De Maria (CERN)12/12/2024, 09:15
Current status of equipment integration description and configuration across sector and ongoing efforts (E2A)
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Where do we want to go?
Are current efforts for cleaning up “digital thread” sufficient? -
Marcin Sobieszek (CERN)12/12/2024, 09:40
NXCALS, JAPC, LSA: overview of users needs and experience
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Introduce “Smart and agile equipment paradigm” from EPA WP8: online and offline analysis requirements
Introduce the developments of DPP and timelines
What about GPUs for advanced analysis and integration of active and continual learning schemes? -
Francesco Maria Velotti (CERN)12/12/2024, 10:05
Why surrogate models and why surrogates with ML?
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How to incorporate inductive bias? PINNs, symmetries,…
Examples and prospects
Infrastructure requirements for full integration in control room (storage, refer back to previous talk,…) -
Anton Lu (Technische Universität Wien (AT))12/12/2024, 11:00
Status and prospects for required magnetic measurements
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Modeling techniques
Timeline and prospects -