Experimental trends of reflectometry frequency spectra emerging from a systematic analysis of the Tore Supra database

Y Sun, R Sabot, S Heuraux, X Garbet, S Hacquin… - Physics of …, 2019 - pubs.aip.org
One major goal of data science applications is to extract patterns from large datasets. Such a
database approach has been applied, for the first time in fusion science, towards a …

Prediction of DIII-D pedestal structure from externally controllable parameters

EU Zeger, FM Laggner, A Bortolon… - … on Plasma Science, 2021 - ieeexplore.ieee.org
The sharp increase of pressure at the edge of a high confinement mode (H-mode) plasma,
the pedestal, strongly impacts overall plasma performance. Predicting the pedestal is a …

[PDF][PDF] An intrinsically probabilistic approach to analyzing stochasticity and uncertainty in fusion plasmas using information geometry

G Verdoolaege - 7th Asia-Pacific Conference on Plasma …, 2023 - backoffice.biblio.ugent.be
An intrinsically probabilistic approach to analyzing stochasticity and uncertainty in fusion plasmas
using information geometry Page 1 An intrinsically probabilistic approach to analyzing …

Classification of ELM types in Joint European Torus based on global plasma parameters using discriminant analysis

A Shabbir, G Hornung, JM Noterdaeme… - Fusion engineering and …, 2017 - Elsevier
In this work, discriminant analysis is used as the main approach for building a physics based
automated classifier for the discrimination of the edge-localized mode (ELM) plasma …

[引用][C] Statistical analysis of edge-localized mode timing in JET

G Verdoolaege, L Frassinetti - 45th EPS Conference …, 2018 - European Physical Society