On the transfer of adaptive predictors between different devices for both mitigation and prevention of disruptions
Murari, A., Rossi, R., Peluso, E., Lungaroni, M., Gaudio, P., Gelfusa, M., Ratta, G., Vega, J.
Published in Nuclear fusion (01.05.2020)
Published in Nuclear fusion (01.05.2020)
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Journal Article
Upgrades of Genetic Programming for Data Driven Modelling of Time Series
Murari, A, Peluso, E, Spolladore, L, Rossi, R, Gelfusa, M
Published in Evolutionary computation (01.12.2023)
Published in Evolutionary computation (01.12.2023)
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Journal Article
A hybrid physics/data-driven logic to detect, classify, and predict anomalies and disruptions in tokamak plasmas
Rossi, R., Gelfusa, M., Craciunescu, T., Wyss, I., Vega, J.
Published in Nuclear fusion (01.04.2024)
Published in Nuclear fusion (01.04.2024)
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Journal Article
Data driven theory for knowledge discovery in the exact sciences with applications to thermonuclear fusion
Murari, A., Peluso, E., Lungaroni, M., Gaudio, P., Vega, J., Gelfusa, M.
Published in Scientific reports (16.11.2020)
Published in Scientific reports (16.11.2020)
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Journal Article
A new approach to the formulation and validation of scaling expressions for plasma confinement in tokamaks
Murari, A., Peluso, E., Gelfusa, M., Lupelli, I., Gaudio, P.
Published in Nuclear fusion (01.07.2015)
Published in Nuclear fusion (01.07.2015)
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Journal Article
Frontiers in data analysis methods: from causality detection to data driven experimental design
Murari, A, Peluso, E, Craciunescu, T, Dormido-Canto, S, Lungaroni, M, Rossi, R, Spolladore, L, Vega, J, Gelfusa, M
Published in Plasma physics and controlled fusion (01.02.2022)
Published in Plasma physics and controlled fusion (01.02.2022)
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Journal Article
A maximum likelihood tomographic method applied to JET gamma ray emission during the current quench
Gelfusa, M., Craciunescu, T., Peluso, E., Giacomelli, L., Kiptily, V., Reux, C., Szepesi, G., Murari, A., Contributors, JET
Published in Fusion engineering and design (01.07.2021)
Published in Fusion engineering and design (01.07.2021)
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Journal Article
Symbolic regression via genetic programming for data driven derivation of confinement scaling laws without any assumption on their mathematical form
Murari, A, Peluso, E, Gelfusa, M, Lupelli, I, Lungaroni, M, Gaudio, P
Published in Plasma physics and controlled fusion (01.01.2015)
Published in Plasma physics and controlled fusion (01.01.2015)
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Journal Article
Clustering based on the geodesic distance on Gaussian manifolds for the automatic classification of disruptions
Murari, A., Boutot, P., Vega, J., Gelfusa, M., Moreno, R., Verdoolaege, G., de Vries, P.C.
Published in Nuclear fusion (01.03.2013)
Published in Nuclear fusion (01.03.2013)
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Journal Article
Proposal of a testing procedure to qualify ITER window assemblies and absorbing coatings exposed to high microwave stray radiation
Gelfusa, M., Donnini, R., Vila, R., Simonetto, A., Bruschi, A., Cucè, D., Lazzari, A., Maquet, P., Mirizzi, F., Murari, A., Nobili, M., Peluso, E., Romanelli, F., Sirinelli, A., Sozzi, C.
Published in Fusion engineering and design (01.08.2022)
Published in Fusion engineering and design (01.08.2022)
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Journal Article
On the effects of missing chords and systematic errors on a new tomographic method for JET bolometry
Peluso, E., Craciunescu, T., Gelfusa, M., Murari, A., Carvalho, P.J., Gaudio, P.
Published in Fusion engineering and design (01.09.2019)
Published in Fusion engineering and design (01.09.2019)
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Journal Article