Bulletin of the American Physical Society
65th Annual Meeting of the APS Division of Plasma Physics
Monday–Friday, October 30–November 3 2023; Denver, Colorado
Session CP11: Poster Session II:
Machine learning in fundamental, low temperature, HED, and beams
Science Education, Public Engagement and DEI
High School
Undergraduate
2:00 PM - 5:00 PM
Monday, October 30, 2023
Room: Plaza ABC
Abstract: CP11.00128 : Inference of edge carbon transport coefficients from multi-ion measurements on DIII-D tokamak*
Presenter:
Wyley C Petrus
(University of Virginia)
Authors:
Wyley C Petrus
(University of Virginia)
Tomas Odstrcil
(General Atomics - San Diego)
Alessandro Bortolon
(Princeton Plasma Physics Laboratory)
Darin R Ernst
(Massachusetts Institute of Technology MIT)
Xi Chen
(General Atomics)
Colin Chrystal
(General Atomics - San Diego)
Xinxing Ma
(General Atomics)
Nathan T Howard
(MIT)
Theresa M Wilks
(MIT-PSFC)
We present an investigation of edge and pedestal carbon transport. The transport coefficients inference is based on non-parametric Gaussian process regression combined with an analytic steady state solver of the impurity transport equation [2]. The inference is constrained by line emission profiles of all carbon ion charge states C1+ to C6+ and O5+, O8+ measured simultaneously with Dα emission on the outer midplane by the DIII-D CER system. The inferred carbon flux is an order of magnitude higher than neoclassical prediction, indicating an additional transport mechanism. Furthermore, the measured carbon ion profiles enabled us to determine the electron ionization source profile in the pedestal and compare it with the fueling profile from deuterium.
[1] Burrell K.H. et al 2016 Phys. Plasmas 23 056103
[2] Nishizawa T. et al 2022 Nucl. Fusion 62 076021
*Work supported by the US DOE under the Science Undergraduate Laboratory Internship program, DE-FC02-04ER54698, DE-AC02-09CH11466, and DE-SC0014264
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