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SUMMARY:First Mini-Workshop on Genesis Phase I Grant "Towards Self-Evolvin
 g\, Physics-Informed Digital Twins of Ion Accelerators and Isotope Separat
 ors"
DTSTART:20260902T120000Z
DTEND:20260902T211500Z
DTSTAMP:20260910T080400Z
UID:indico-event-97@indico.frib.msu.edu
DESCRIPTION:Speakers: Peter Ostroumov (Michigan State University)\n\nWelco
 me to the First Mini-Workshop for the Genesis Phase I Grant\, "Towards Sel
 f-Evolving\, Physics-Informed Digital Twins of Ion Accelerators and Isotop
 e Separators."\nAs the complexity of modern accelerator facilities and rar
 e isotope separation systems continues to grow\, traditional static modeli
 ng approaches face significant limitations in real-time operational fideli
 ty and predictive control. This workshop convenes researchers and practiti
 oners across beam physics\, advanced data science\, and control systems to
  establish the foundational frameworks for self-evolving digital twins.\nB
 y bridging rigorous physical principles with adaptive machine learning par
 adigms\, this initiative aims to develop robust\, autonomously updating si
 mulation frameworks capable of mirroring and optimizing complex accelerato
 r dynamics. Discussions will center on architectural requirements\, physic
 s-informed neural networks\, real-time telemetry integration\, and collabo
 rative research milestones for Phase I.\n\n\nhttps://indico.frib.msu.edu/e
 vent/97/
LOCATION:1221 A/B (FRIB)
URL:https://indico.frib.msu.edu/event/97/
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