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DTSTART:19700308T020000
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DTSTAMP:20230124T171527Z
LOCATION:C148
DTSTART;TZID=America/Chicago:20221114T104500
DTEND;TZID=America/Chicago:20221114T110000
UID:submissions.supercomputing.org_SC22_sess442_ws_ius102@linklings.com
SUMMARY:Accelerated Workflow for Advanced Kinetic Equilibria
DESCRIPTION:Workshop\n\nAccelerated Workflow for Advanced Kinetic Equilibr
 ia\n\nBechtel\n\nKinetic equilibria are a fundamental aspect of tokamak pl
 asma analysis, but are often highly specialized and labor intensive to pro
 duce.  This has become a bottleneck to both deeper physics understandings 
 and more sophisticated experiment controls.  This project aims to remove t
 hese barriers by developing a rapid, fully-automated workflow to produce b
 etter-than-human, high-precision whole-discharge kinetic equilibria.  The 
 required elements in this workflow now exist separately, but what is missi
 ng is the coupling of different aspects and overall performance optimizati
 on.  We have designed this workflow for the DIII-D national fusion facilit
 y with the goal of producing results quickly enough to be used for experim
 ent planning in the 15-20 minute time window between subsequent discharges
 .  The results will also be stored in a database for follow-up analysis an
 d as the foundation for AI/ML surrogate models.  Initial results suggest t
 hat it may be possible to achieve our goal within a target 10 minute windo
 w.\n\nSession Format: Recorded\n\nRegistration Category: Workshop Reg Pass
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