Publications

2021

I. Casiraghi; P. Mantica; F. Köchl; R. Ambrosino; B. Baiocchi; A. Castaldo; J. Citrin; M. Dicorato; L. Frassinetti; A. Mariani; P. Vincenzi; P. Agostinetti; L. Aucone; L. Balbinot; S. Ceccuzzi; L. Figini; G. Granucci; P. Innocente; T.J. Johnson; H. Nystrom; M. Valisa , First-principle based multi-channel integrated modelling in support to the design of the Divertor Tokamak Test facility , Nucl. Fusion 61 (2021) 116068 , OA , PDF icon 2021_4916.pdf , DOI
M. Marin , Integrated modelling of multiple-ion tokamak discharges: validation and extrapolation
C.D. Stephens; X. Garbet; J. Citrin; C. Bourdelle; K.L. van de Plassche; F. Jenko , Quasilinear gyrokinetic theory: a derivation of QuaLiKiz , J. Plasma Phys. 87 (2021) 905870409 , OA , PDF icon 2021_4833.pdf , DOI
S. Van Mulders; F. Felici; O. Sauter; J. Citrin; A. Ho; M. Marin; K.L. van de Plassche , Rapid optimization of stationary tokamak plasmas in RAPTOR: demonstration for the ITER hybrid scenario with neural network surrogate transport model QLKNN , Nucl. Fusion 61 (2021) 086019 , OA , PDF icon 2021_4829.pdf , DOI
A. Mariani; P. Mantica; I. Casiraghi; J. Citrin; T. Görler; G.M. Staebler; E.U.R.O.J.E.T.1 Contributors , Benchmark of quasi-linear models against gyrokinetic single scale simulations in deuterium and tritium plasmas for a JET high beta hybrid discharge , Nucl. Fusion 61 (2021) 066032 , OA , PDF icon 2021_4770.pdf , DOI
P.W. Hatfield; J.A. Gaffney; G.J. Anderson; S. Ali; L. Antonelli; Bdu Pree; J. Citrin; M. Fajardo; P. Knapp; B. Kettle; B. Kustowski; M.J. MacDonald; D. Mariscal; M.E. Martin; T. Nagayama; C.A.J. Palmer; J.L. Peterson; S. Rose; J.J. Ruby; C. Shneider; M.J.V. Streeter; W. Trickey; B. Williams , The data-driven future of high-energy-density physics , Nature 593 (2021) 351-361 , OA , DOI
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 , OA , PDF icon 2021_4589.pdf , 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 , OA , PDF icon 2021_4658.pdf , DOI

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