Conveners
Beam dynamics modelling <-> Controls, data and automation
- Verena Kain (CERN)
- Giovanni Iadarola (CERN)
Current status of equipment integration description and configuration across sector and ongoing efforts (E2A)
Where do we want to go?
Are current efforts for cleaning up “digital thread” sufficient?
NXCALS, JAPC, LSA: overview of users needs and experience
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?
Why surrogate models and why surrogates with ML?
How to incorporate inductive bias? PINNs, symmetries,…
Examples and prospects
Infrastructure requirements for full integration in control room (storage, refer back to previous talk,…)
Status and prospects for required magnetic measurements
Modeling techniques
Timeline and prospects
