This article shows a reliable method to determine the number and position of local perturbations in the plasma emissivity from projections. The method is based on machine learning and in particular on the approach of conformal predictors. The developed technique is an alternative to tomography in thermonuclear plasmas.

Spatial location of local perturbations in plasma emissivity derived from projections using conformal predictors

Andrea Murari;
2013

Abstract

This article shows a reliable method to determine the number and position of local perturbations in the plasma emissivity from projections. The method is based on machine learning and in particular on the approach of conformal predictors. The developed technique is an alternative to tomography in thermonuclear plasmas.
2013
Istituto gas ionizzati - IGI - Sede Padova
Inglese
720
14
19
6
http://www.sciencedirect.com/science/article/pii/S0168900212015793
Sì, ma tipo non specificato
Conformal predictors
Machine learnin
Plasma emissivity
Tomography
This work was partially funded by the Spanish Ministry of Science and Innovation under the Project No. ENE2008-02894/FTN. "Funding under Association Contract FU07-CT-2007-00053". / La rivista è pubblicata anche online con ISSN 1872-9576.
5
info:eu-repo/semantics/article
262
Vega, Jesús; Murari, Andrea; González, Sergio; Pereira, Augusto; Pastor, Ignacio
01 Contributo su Rivista::01.01 Articolo in rivista
none
   EU Fusion for ITER Applications
   EUFORIA
   FP7
   211804
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/202246
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