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: CP11.00045 : Modeling the Neutral Densities of SPARC using Python Version of KN1D*
Presenter:
Gwendolyn R Galleher
(William & Mary)
Authors:
Gwendolyn R Galleher
(William & Mary)
Griffin Heyde
(William & Mary)
Nick Holland
(William & Mary)
Saskia Mordijck
(College of William and Mary)
Alexander J Creely
(Commonwealth Fusion Systems)
Matthew L Reinke
(Commonwealth Fusion Systems)
Originally KN1D was developed in the 2000s and written in IDL, making it difficult to implement in modern-day programs. As a result, we have developed an initial draft of a Python version of KN1D, titled KN1DPy. Currently, the SPARC team uses code to produce models for ICRH heating, turbulent transport, pedestal structure, edge profiles, magnetohydrodynamics (MHD) stability, and ripple loss of fast alphas [3]. However, there is a lack of adequate modeling of neutral profiles. With the development of KN1D, we hope to produce models for neutral densities which can further inform us about electron densities and pressure gradients.
1. S. Mordijck, Nucl. Fusion 60, 082006 (2020).
2. LaBombard B., KN1D: A 1-D Space, 2-D Velocity, Kinetic transport algorithm for atomic and molecular hydrogen in an ionizing plasma, MIT Plasma Science and Fusion Center Report PSFC/RR-01-3; Research Report PSFC/RR-01-3
3. A. J. Creely et al. J. Plasma Phys. vol. 86, 865860502 (2020)
**This work is supported by the William & Mary Charle's Center, and DOE grant DE-SC0007880.
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