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DTSTART:19700308T020000
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DTSTAMP:20260421T090512Z
LOCATION:Bldg. 6 - Room 003
DTSTART;TZID=Europe/Stockholm:20260629T143000
DTEND;TZID=Europe/Stockholm:20260629T150000
UID:submissions.pasc-conference.org_PASC26_sess103_msa127@linklings.com
SUMMARY:Surrogate models of nonlinear gyrokinetics and high-fidelity fluid
 -kinetic edge plasma codes
DESCRIPTION:Lorenzo Zanisi (UKAEA)\n\nHigh-fidelity gyrokinetic turbulence
  modelling and scrape-off layer modelling are crucial for scenario develop
 ment, but they not included in integrated models due to the associated pro
 hibitive computational cost. Firstly, this talk will present surrogate mod
 els of nonlinear gyrokinetics (operating in the full 5D phase space), demo
 nstrating superior performance compared to quasilinear models and  ~ms pre
 dictive capability. Secondly, I will introduce a bespoke dataset of over 5
 0,000 EDGE2D-EIRENE MAST-U simulations. Surrogate models of properties use
 ful for both core-edge integration and target heat loads predictions will 
 be presented alongside full-field surrogate models and a few relevant appl
 ications.\n\nDomain: Physics, Computational Methods and Applied Mathematic
 s\n\nSession Chairs: Stephan Brunner (EPFL), Eric Sonnendruecker (Max Plan
 ck Institute for Plasma Physics), and Florian Hindenlang (Max Planck Insti
 tute for Plasma Physics)\n\n
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