Bulletin of the American Physical Society
60th Annual Meeting of the APS Division of Plasma Physics
Volume 63, Number 11
Monday–Friday, November 5–9, 2018; Portland, Oregon
Session NP11: Poster Session V: Laser-plasma Particle Acceleration; HEDP; Turbulence and Transport; DIII-D Tokamak; Machine Learning, Data Science (9:30am-12:30pm)
Wednesday, November 7, 2018
OCC
Room: Exhibit Hall A1&A
Abstract ID: BAPS.2018.DPP.NP11.105
Abstract: NP11.00105 : IMAS Compatible Neural-Network Accelerated Core-Pedestal Simulations with Self-Consistent Transport of Impurities*
Presenter:
Orso Meneghini
(General Atomics - San Diego)
Authors:
Orso Meneghini
(General Atomics - San Diego)
Chieko Sarah Imai
(UCSD)
Garud Snoep
(Eindhoven Univ of Tech)
Arsene Stephane Tema Biwole
(Politecnico di Torino)
Brendan C Lyons
(General Atomics - San Diego)
Joseph McClenaghan
(General Atomics - San Diego)
Sterling P Smith
(General Atomics - San Diego)
Emily A Belli
(General Atomics - San Diego)
Philip B Snyder
(General Atomics - San Diego)
Gary M Staebler
(General Atomics - San Diego)
Jeff Candy
(General Atomics - San Diego)
Lang Li Lao
(General Atomics - San Diego)
STEP (Stability, Transport, Equilibrium, and Pedestal) is a new predictive workflow developed within the OMFIT framework [https://gafusion.github.io/OMFIT-source/] to find stationary plasma scenarios with self-consistent core transport, pedestal structure, current profile, and plasma equilibrium. Key features of the workflow are: (1) Self-consistent modeling of impurity transport reduces the number of free parameters and assumptions that are used in the simulations; (2) Fast yet accurate simulations by leveraging neural network based models for the pedestal structure, neoclassical bootstrap current, and turbulent and neoclassical transport; (3) Full compatibility with the ITER Integrated Modeling and Analysis Suite (IMAS) achieved by transferring information among the different physics components with the newly developed OMAS library [https://gafusion.github.io/omas]. Simulation results and comparison with experimental DIII-D measurements will be presented.
*DoE Contracts DE-SC0017992 (AToM), DE-FG02-95ER54309 (GA theory), DE-FC02-06ER54873 (ESL), and DE-FC02-04ER54698 (DIII-D).
To cite this abstract, use the following reference: http://meetings.aps.org/link/BAPS.2018.DPP.NP11.105
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