High temporal resolution of pedestal dynamics via machine learning on density diagnostics

At the Joint European Torus, the reference diagnostic to measure electron density is Thomson scattering. However, this diagnostic has a low sampling rate, which makes it impractical to study the temporal dynamics of fast processes, such as edge localized modes. In this work, we use machine learning...

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Veröffentlicht in:	Plasma physics and controlled fusion 2024-02, Vol.66 (2), p.25001
Hauptverfasser:	Ferreira, Diogo R, Gillgren, Andreas, Ludvig-Osipov, Andrei, Strand, Pär
Format:	Artikel
Sprache:	eng
Schlagworte:	machine learning plasma diagnostics reflectometry thomson scattering
Online-Zugang:	Volltext
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