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 JP11: Poster Session IV:
BEAMS: Laser- and beam-plasma interactions
Fundamental: Measurements and analysis in fundamental plasma physics; Plasma Sheaths, Sources, and Shocks
MFE: Turbulence and transport in fusion plasmas; High Field Tokamaks
2:00 PM - 5:00 PM
Tuesday, October 31, 2023
Room: Plaza ABC
Abstract: JP11.00121 : Do Fusion Plasma Time-Series Have a Persistent Memory that Machine Learning May Exploit?*
Presenter:
Lucas Spangher
(Massachussets Institute of Technology)
Authors:
Lucas Spangher
(Massachussets Institute of Technology)
Jinxiang Zhu
(Massachusetts Institute of Technology, PSFC)
Cristina Rea
(Massachusetts Institute of Technology)
Alexander Spangher
(University of Southern California, ISI)
William Arnold
(University of California, Berkeley, EECS)
Matteo Bonotto
(ENI S.P.A.)
Francesco Cannarile
(ENI S.P.A.)
Alessandra Fidanzi
(ENI S.P.A.)
Miriam Parisi
(ENI S.P.A.)
Eliana De Marchi
(ENI S.P.A.)
Collaborations:
Massachusetts Institute of Technology, PSFC, University of Southern California, ISI, University of California, Berkeley, EECS, Eni S.P.A.
[1] J. Vega et al 2014 Nucl. Fusion 54 123001
[2] J.X. Zhu et al 2021 Nucl. Fusion 61 026007
[3] C. Rea et al 2019 Nucl. Fusion 59 096016
[4] K.J. Montes et al 2019 Nucl. Fusion 59 096015
[5] A. Randord et al 2019, OpenAI blog 1.8
*This work was supported by Eni S.p.A. through the MITEI and by CFS under SPARC RPP021 funding.
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