| Magnetic control of tokamak plasmas through deep reinforcement learning J Degrave, F Felici, J Buchli, M Neunert, B Tracey, F Carpanese, T Ewalds, ... Nature 602 (7897), 414-419, 2022 | 925 | 2022 |
| Subspace identification of MIMO LPV systems using a periodic scheduling sequence F Felici, JW Van Wingerden, M Verhaegen Automatica 43 (10), 1684-1697, 2007 | 219 | 2007 |
| Real-time physics-model-based simulation of the current density profile in tokamak plasmas F Felici, O Sauter, S Coda, BP Duval, TP Goodman, JM Moret, JI Paley, ... Nuclear Fusion 51 (8), 083052, 2011 | 186 | 2011 |
| RABBIT: Real-time simulation of the NBI fast-ion distribution M Weiland, R Bilato, R Dux, B Geiger, A Lebschy, F Felici, R Fischer, ... Nuclear Fusion 58 (8), 082032, 2018 | 171* | 2018 |
| Tokamak equilibrium reconstruction code LIUQE and its real time implementation JM Moret, BP Duval, HB Le, S Coda, F Felici, H Reimerdes Fusion Engineering and Design 91, 1-15, 2015 | 171 | 2015 |
| Snowflake divertor plasmas on TCV F Piras, S Coda, I Furno, JM Moret, RA Pitts, O Sauter, B Tal, G Turri, ... Plasma Physics and Controlled Fusion 51 (5), 055009, 2009 | 153 | 2009 |
| Non-linear model-based optimization of actuator trajectories for tokamak plasma profile control F Felici, O Sauter Plasma Physics and Controlled Fusion 54 (2), 025002, 2012 | 134 | 2012 |
| Fast modeling of turbulent transport in fusion plasmas using neural networks KL van de Plassche, J Citrin, C Bourdelle, Y Camenen, FJ Casson, ... Physics of Plasmas 27 (2), 2020 | 120 | 2020 |
| Overview of JET results for optimising ITER operation J Mailloux, N Abid, K Abraham, P Abreu, O Adabonyan, P Adrich, ... Nuclear Fusion 62 (4), 042026, 2022 | 116 | 2022 |
| Real-time capable first principle based modelling of tokamak turbulent transport J Citrin, S Breton, F Felici, F Imbeaux, T Aniel, JF Artaud, B Baiocchi, ... Nuclear Fusion 55 (9), 092001, 2015 | 109 | 2015 |
| TORBEAM 2.0, a paraxial beam tracing code for electron-cyclotron beams in fusion plasmas for extended physics applications E Poli, A Bock, M Lochbrunner, O Maj, M Reich, A Snicker, A Stegmeir, ... Computer Physics Communications 225, 36-46, 2018 | 106 | 2018 |
| Real-time feedback control of the impurity emission front in tokamak divertor plasmas T Ravensbergen, M van Berkel, A Perek, C Galperti, BP Duval, O Février, ... Nature communications 12 (1), 1105, 2021 | 91 | 2021 |
| Integrated real-time control of MHD instabilities using multi-beam ECRH/ECCD systems on TCV F Felici, TP Goodman, O Sauter, G Canal, S Coda, BP Duval, JX Rossel, ... Nuclear Fusion 52 (7), 074001, 2012 | 90 | 2012 |
| Novel aspects of plasma control in ITER D Humphreys, G Ambrosino, P de Vries, F Felici, SH Kim, G Jackson, ... Physics of Plasmas 22 (2), 2015 | 88 | 2015 |
| Sawtooth pacing by real-time auxiliary power control in a tokamak plasma TP Goodman, F Felici, O Sauter, JP Graves, TCV Team) Physical review letters 106 (24), 245002, 2011 | 88 | 2011 |
| Real-time-capable prediction of temperature and density profiles in a tokamak using RAPTOR and a first-principle-based transport model F Felici, J Citrin, AA Teplukhina, J Redondo, C Bourdelle, F Imbeaux, ... Nuclear Fusion 58 (9), 096006, 2018 | 79 | 2018 |
| Control of the tokamak safety factor profile with time-varying constraints using MPC E Maljaars, F Felici, MR De Baar, J Van Dongen, GMD Hogeweij, ... Nuclear Fusion 55 (2), 023001, 2015 | 73 | 2015 |
| Overview of the TCV tokamak experimental programme H Reimerdes, M Agostini, E Alessi, S Alberti, Y Andrebe, H Arnichand, ... Nuclear Fusion 62 (4), 042018, 2022 | 68 | 2022 |
| Feedback controlled, reactor relevant, high-density, high-confinement scenarios at ASDEX Upgrade PT Lang, TC Blanken, M Dunne, RM McDermott, E Wolfrum, V Bobkov, ... Nuclear Fusion 58 (3), 036001, 2018 | 59 | 2018 |
| Real-time control of tokamak plasmas: from control of physics to physics-based control F Felici EPFL, 2011 | 58 | 2011 |
Timothy GoodmanEPFLVerified email at epfl.ch