Imputation of faulty magnetic sensors with coupled Bayesian and Gaussian processes to reconstruct the magnetic equilibrium in real time
Author:
Affiliation:
1. Department of Nuclear and Quantum Engineering, KAIST, Daejeon 34141, South Korea
2. Max-Planck-Institut für Plasmaphysik, Teilinstitut Greifswald, D-17491 Greifswald, Germany
3. National Fusion Research Institute, Daejeon 34133, South Korea
Funder
KUSTAR-KAIST Institute
National Research Foundation of Korea
Publisher
AIP Publishing
Subject
Instrumentation
Link
http://aip.scitation.org/doi/pdf/10.1063/1.5038938
Reference19 articles.
1. Fast non-linear extraction of plasma equilibrium parameters using a neural network mapping
2. Identification of noncircular plasma equilibria using a neural network approach
3. Accurate freeway travel time prediction with state-space neural networks under missing data
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