Publications

2021

A. Ho; J. Citrin; C. Bourdelle; Y. Camenen; F.J. Casson; K.L. van de Plassche; H. Weisen; JET Contributors , Neural network surrogate of QuaLiKiz using JET experimental data to populate training space , Phys. Plasmas 28 (2021) 032305 , OA , PDF icon 2021_4729.pdf , DOI
A. Ho , Development of neural networks towards predict-first plasma modelling
M. Marin; J. Citrin; L. Garzotti; M. Valovič; C. Bourdelle; Y. Camenen; F.J. Casson; A. Ho; F. Koechl; M. Maslov; JET Contributors , Multiple-isotope pellet cycles captured by turbulent transport modelling in the JET tokamak , Nucl. Fusion 61 (2021) 036042 , DOI
O. Meneghini; G. Snoep; B.C. Lyons; J. McClenaghan; C.S. Imai; B.A. Grierson; S.P. Smith; G.M. Staebler; P.B. Snyder; J. Candy; E. Belli; L. Lao; J.M. Park; J. Citrin; T.L. Cordemiglia; A. Tema; S. Mordijck , Neural-network accelerated coupled core-pedestal simulations with self-consistent transport of impurities and compatible with ITER IMAS , Nucl. Fusion 61 (2021) 026006 , DOI

2020

J.E. Rice; J. Citrin; N.M. Cao; P.H. Diamond; M.J. Greenwald; B.A. Grierson , Understanding LOC/SOC phenomenology in tokamaks , Nucl. Fusion 60 (2020) 105001 , DOI
H. Weisen; C.F. Maggi; M. Oberparleiter; F.J. Casson; Y. Camenen; S. Menmuir; L. Horvath; F. Auriemma; T. Bache; M. Marin; N. Bonanomi; A. Chankin; E. Delabie; L. Frassinetti; J. Garcia; C. Giroud; D. King; R. Lorenzini; P.A. Schneider; P. Siren; J. Varje; E. Viezzer; JET Contributors , Isotope dependence of energy, momentum and particle confinement in tokamaks , J. Plasma Phys. 86 (2020) 905860501 , DOI
X. Yang; P. Manas; C. Bourdelle; J.F. Artaud; R. Sabot; Y. Camenen; J. Citrin; F. Clairet; C. Desgrange; P. Devynck; T. Dittmar; A. Ekedahl; N. Fedorczak; L. Gil; T. Loarer; P. Lotte; O. Meyer; J. Morales; M. Peret; Y. Peysson; C.D. Stephens; G. Urbanczyk; D. Vezinet; L. Zhang; X. Gong , Core tungsten transport in WEST long pulse L-mode plasmas , Nucl. Fusion 60 (2020) 086012 , DOI
Y.S. Na; Y.H. Lee; C.S. Byun; S.K. Kim; C.Y. Lee; M.S. Park; S.M. Yang; B. Kim; Y.M. Jeon; J. Citrin; G.J. Choi; J.W. Juhn; J.S. Kang; H.S. Kim; J.H. Kim; W.H. Ko; J.M. Kwon; W.C. Lee; M.H. Woo; S. Yi; S.W. Yoon; G.S. Yun; KSTAR Team , On hybrid scenarios in KSTAR , Nucl. Fusion 60 (2020) 086006 , DOI
F.J. Casson; H. Patten; C. Bourdelle; S. Breton; J. Citrin; F. Koechl; M. Sertoli; C. Angioni; Y. Baranov; R. Bilato; E. Belli; C.D. Challis; G. Corrigan; A. Czarnecka; O. Ficker; L. Frassinetti; L. Garzotti; M. Goniche; J.P. Graves; T. Johnson; K. Kirov; P.J. Knight; E. Lerche; M. Mantsinen; J. Mylnar; M. Valisa; JET Contributors , Predictive multi-channel flux-driven modelling to optimise ICRH tungsten control and fusion performance in JET , Nucl. Fusion 60 (2020) 066029 , DOI
K.L. van de Plassche; J. Citrin; C. Bourdelle; Y. Camenen; F.J. Casson; V.I. Dagnelie; F. Felici; A. Ho; S. Van Mulders , Fast modelling of turbulent transport in fusion plasmas using neural networks , Phys. Plasmas 27 (2020) 022310 , OA , PDF icon 2020_69994.pdf , DOI

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