A procedure for rule extraction from a Self-Organising plasma disruption predictor for JET
Journal article, 2026
In a previous paper, a Self-Organizing Map had proven to be able to identify the regions of the plasma operative space characterizing the pre-disruptive phase at JET without relying on any a priori information. One of the strengths of this disruption predictor lies in its inherent self-organization capability. The Self-Organizing Map discovers non-trivial relationships and captures the complicated interplay of device diagnostics on the internal plasma states directly from the experimental data. Moreover, the provided model allows the visualization of high-dimensional plasma parameters and facilitates easy interrogation of the model to understand the reasons behind its correlations. In this paper, an additional step is taken towards the interpretability of models for predicting disruptions by training a Decision Tree to classify the plasma states according to the interpretation provided by the Self-Organizing Map (stable or at high risk of disruptions). The Decision tree provides a set of rules which describe the transition of the plasma towards the pre-disruptive phase as visualized in the Self-Organizing Map. The obtained rules for the database explored in the study identify four regions in the map, two of which are at risk of disruption. These regions correspond to partitions of a 3D space based on the peaking factors of the core and divertor radiation, as well as the Locked Mode. The agreement between the Self-Organizing Map answers and the rules supplied by the Decision Tree is confirmed by the comparison of the performance exhibited by the two models in the prediction of disruptions.
Author
Samuele Setzu
University of Cagliari
E. Aymerich
University of Cagliari
Alessandra Fanni
University of Cagliari
F. Pisano
University of Cagliari
G. Sias
University of Cagliari
B. Cannas
University of Cagliari
I. Zychor
National Centre for Nuclear Research
W. Zwingmann
Instituto Superior Tecnico
M. Zuin
University of Padua
V.K. Zotta
Sapienza University of Rome
A. Zocco
Max Planck Society
M. Zlobinski
Jülich Research Centre
B. Zimmermann
Max Planck Society
W. Zhang
Max Planck Society
M. Zerbini
ENEA
Y. Zayachuk
United Kingdom Atomic Energy Authority
K.-D. Zastrow
United Kingdom Atomic Energy Authority
D. Zarzoso Fernandez
Physique des Interactions Ioniques et Moleculaires
A. Zarins
University of Latvia
P. Zanca
University of Padua
L. Zakharov
University of Helsinki
R.J. Zabolockis
University of Latvia
B. Zaar
Royal Institute of Technology (KTH)
R. Young
United Kingdom Atomic Energy Authority
I. Young
United Kingdom Atomic Energy Authority
R. Yi
Jülich Research Centre
V. Yanovskiy
Czech Academy of Sciences
Y. Yang
ITER Organization
Y. Yakovenko
National Academy of Sciences in Ukraine
D. Yadykin
T. Xu
United Kingdom Atomic Energy Authority
I. Wyss
University of Rome Tor Vergata
R. Worrall
United Kingdom Atomic Energy Authority
R. Woodley
United Kingdom Atomic Energy Authority
R. Wood
United Kingdom Atomic Energy Authority
E. Wolfrum
Max Planck Society
A. Wojcik-Gargula
Polish Academy of Sciences
D. Witts
United Kingdom Atomic Energy Authority
A. Withycombe
United Kingdom Atomic Energy Authority
M. Wischmeier
Max Planck Society
T. Wilson
United Kingdom Atomic Energy Authority
I. Wilson
United Kingdom Atomic Energy Authority
J.C. Williams
United Kingdom Atomic Energy Authority
M. Willensdorfer
Max Planck Society
S. Wiesen
Jülich Research Centre
A.M. Widdowson
United Kingdom Atomic Energy Authority
D. Whittaker
United Kingdom Atomic Energy Authority
A.M. Whitehead
United Kingdom Atomic Energy Authority
S. Whetham
United Kingdom Atomic Energy Authority
M. Wheatley
United Kingdom Atomic Energy Authority
A. West
United Kingdom Atomic Energy Authority
N. Wendler
Institute of Plasma Physics & Laser Microfusion (IPPLM)
M. Weiszflog
Uppsala University
H. Weisen
Swiss Federal Institute of Technology in Lausanne (EPFL)
M. Weiland
Max Planck Society
T. Webster
United Kingdom Atomic Energy Authority
C. Watts
ITER Organization
J. Waterhouse
United Kingdom Atomic Energy Authority
R. Warren
United Kingdom Atomic Energy Authority
F. Warren
United Kingdom Atomic Energy Authority
E. Wang
Jülich Research Centre
R. Walton
United Kingdom Atomic Energy Authority
M. Walsh
ITER Organization
R. Walker
United Kingdom Atomic Energy Authority
M. Walker
United Kingdom Atomic Energy Authority
B. Wakeling
United Kingdom Atomic Energy Authority
P. Vondráček
Czech Academy of Sciences
U. Von Toussaint
Max Planck Society
I. Voldiner
Laboratorio Nacional de Fusion
M. Vlad
National Institute for Laser, Plasma and Radiation Physics
Z. Vizvary
United Kingdom Atomic Energy Authority
A. Vitins
University of Latvia
P. Vincenzi
University of Padua
F. Villone
Consorzio CREATE
S. Villari
ENEA
R. Vila
Laboratorio Nacional de Fusion
L. Vignitchouk
Royal Institute of Technology (KTH)
E. Viezzer
University of Seville
N. Vianello
University of Padua
E. Veshchev
ITER Organization
G.Verona Rinati
University of Rome Tor Vergata
C. Verona
University of Rome Tor Vergata
Geert Verdoolaege
Ghent university
M. Veranda
University of Padua
S. Ventre
Consorzio CREATE
P. Veis
Comenius University in Bratislava
M. Veis
Comenius University in Bratislava
J. Vega
Laboratorio Nacional de Fusion
M. Vecsei
Centre for Energy Research
G. Vayakis
ITER Organization
T. Vasilopoulou
National Center for Scientific Research “Demokritos”
J. Varje
Aalto University
J. Varela
Universidad Carlos III de Madrid
D. Van Eester
Royal Military Academy
M. van Rossem
Swiss Federal Institute of Technology in Lausanne (EPFL)
K.L. van de Plassche
Dutch Institute for Fundamental Energy Research (DIFFER)
M. Berkel
Dutch Institute for Fundamental Energy Research (DIFFER)
Martin Valovic
United Kingdom Atomic Energy Authority
M. Vallar
Swiss Federal Institute of Technology in Lausanne (EPFL)
M. Valisa
University of Padua
A. Valentini
Technical University of Denmark (DTU)
D. Valcarcel
United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
V. Udintsev
ITER Organization
A. Uccello
Consiglo Nazionale Delle Richerche
S.G.J. Tyrrell
United Kingdom Atomic Energy Authority
A. Tykhyy
National Academy of Sciences in Ukraine
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United Kingdom Atomic Energy Authority
M.M. Turner
Dublin City University
M. Turner
United Kingdom Atomic Energy Authority
I. Turner
United Kingdom Atomic Energy Authority
A. Turner
United Kingdom Atomic Energy Authority
L.-P. Turica
University of Oxford
D. Tskhakaya
Czech Academy of Sciences
P. Tsavalas
National Center for Scientific Research “Demokritos”
A. Tookey
United Kingdom Atomic Energy Authority
M. Tomeš
Czech Academy of Sciences
H. Todd
United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
R. A. Tinguely
Massachusetts Institute of Technology (MIT)
W. Tierens
Max Planck Society
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Technical University of Denmark (DTU)
A. Thorman
United Kingdom Atomic Energy Authority
V.K. Thompson
United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
D. Testa
Swiss Federal Institute of Technology in Lausanne (EPFL)
N. Terranova
ENEA
D. Terranova
University of Padua
A. Terra
Jülich Research Centre
A. Teplukhina
Princeton University
G. Telesca
Institute of Plasma Physics & Laser Microfusion (IPPLM)
A.S. Teimane
University of Latvia
D. Taylor
United Kingdom Atomic Energy Authority
M. Tardocchi
Consiglo Nazionale Delle Richerche
G. Tardini
Max Planck Society
W. Tang
Princeton University
K. Tanaka
National Institutes of Natural Sciences
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The French Alternative Energies and Atomic Energy Commission (CEA)
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Technical Research Centre of Finland (VTT)
B. Tál
Max Planck Society
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Ruder Boskovic Institute
M. Szoke
United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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Massachusetts Institute of Technology (MIT)
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Czech Academy of Sciences
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Max Planck Society
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Max Planck Society
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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Chalmers, Space, Earth and Environment, Astronomy and Plasmaphysics
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University of Oxford
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
A.V. Stephen
United Kingdom Atomic Energy Authority
[NO FIRST NAME IN SCOPUS] Stein-Lubrano
Massachusetts Institute of Technology (MIT)
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United Kingdom Atomic Energy Authority
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Lithuanian Energy Institute
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United Kingdom Atomic Energy Authority
Z. Stancar
United Kingdom Atomic Energy Authority
M.F. Stamp
United Kingdom Atomic Energy Authority
I. Stamatelatos
National Center for Scientific Research “Demokritos”
A. Stagni
University of Padua
G. Staebler
General Atomics
C. Srinivasan
United Kingdom Atomic Energy Authority
D. Spong
Oak Ridge National Laboratory
L. Spolladore
University of Rome Tor Vergata
F. Spineanu
National Institute for Laser, Plasma and Radiation Physics
T. Spelzini
United Kingdom Atomic Energy Authority
C. Sozzi
Consiglo Nazionale Delle Richerche
J. Sousa
Instituto Superior Tecnico
M. Sos
Czech Academy of Sciences
K. Soni
University of Basel
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Swiss Federal Institute of Technology in Lausanne (EPFL)
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Aalto University
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Laboratorio Nacional de Fusion
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Jozef Stefan Institute
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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University of California
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Uppsala University
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United Kingdom Atomic Energy Authority
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Max Planck Society
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United Kingdom Atomic Energy Authority
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Instituto Superior Tecnico
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United Kingdom Atomic Energy Authority
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Max Planck Society
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Max Planck Society
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University of Cagliari
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Oak Ridge National Laboratory
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ITER Organization
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General Atomics
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Swiss Federal Institute of Technology in Lausanne (EPFL)
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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Seoul National University
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The French Alternative Energies and Atomic Energy Commission (CEA)
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University of Basel
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United Kingdom Atomic Energy Authority
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Technical Research Centre of Finland (VTT)
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Technical University of Denmark (DTU)
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Uppsala University
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University of Oxford
M. Rud
Technical University of Denmark (DTU)
G. Rubino
ENEA
G. Rubinacci
Consorzio CREATE
M. Rubel
Royal Institute of Technology (KTH)
C. Rowley
United Kingdom Atomic Energy Authority
D. Rowlands
United Kingdom Atomic Energy Authority
S. Rowe
United Kingdom Atomic Energy Authority
R. Rossi
University of Rome Tor Vergata
C. Rose-Innes
United Kingdom Atomic Energy Authority
E. Rose
United Kingdom Atomic Energy Authority
J. Romazanov
Jülich Research Centre
S. Romanelli
United Kingdom Atomic Energy Authority
P. Rodriguez-Fernandez
Massachusetts Institute of Technology (MIT)
P. Rodrigues
Instituto Superior Tecnico
S. Rode
Jülich Research Centre
D. Robson
United Kingdom Atomic Energy Authority
[NO FIRST NAME IN SCOPUS] Robinson
United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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Oak Ridge National Laboratory
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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The French Alternative Energies and Atomic Energy Commission (CEA)
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Technical University of Denmark (DTU)
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Swiss Federal Institute of Technology in Lausanne (EPFL)
[NO FIRST NAME IN SCOPUS] Reichle
ITER Organization
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Centre for Energy Research
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Aalto University
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Jülich Research Centre
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Royal Institute of Technology (KTH)
G.A. Rattá
Laboratorio Nacional de Fusion
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University of Rome Tor Vergata
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Technical University of Denmark (DTU)
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Technical University of Denmark (DTU)
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Oak Ridge National Laboratory
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Jülich Research Centre
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Karlsruhe Institute of Technology (KIT)
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United Kingdom Atomic Energy Authority
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Technical University of Denmark (DTU)
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Jozef Stefan Institute
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Oak Ridge National Laboratory
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University of Milano-Bicocca
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United Kingdom Atomic Energy Authority
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Ruder Boskovic Institute
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Uppsala University
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Technical University of Denmark (DTU)
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University of Ioannina
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Massachusetts Institute of Technology (MIT)
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National Institute for Laser, Plasma and Radiation Physics
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Princeton University
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University of Cagliari
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University of Padua
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United Kingdom Atomic Energy Authority
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Centre for Energy Research
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Royal Institute of Technology (KTH)
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United Kingdom Atomic Energy Authority
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Instituto Superior Tecnico
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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University of Rome Tor Vergata
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Columbia University
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Swiss Federal Institute of Technology in Lausanne (EPFL)
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University of Rome Tor Vergata
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Royal Institute of Technology (KTH)
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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Max Planck Society
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United Kingdom Atomic Energy Authority
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National Technical University of Athens (NTUA)
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University of Milano-Bicocca
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Oak Ridge National Laboratory
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Laboratorio Nacional de Fusion
O. Pan
Max Planck Society
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D. Palade
National Institute for Laser, Plasma and Radiation Physics
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University of Latvia
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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G.P. Orsitto
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Royal Military Academy
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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Royal Institute of Technology (KTH)
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Hans Nordman
ITER Organization
M. Nocente
University of Milano-Bicocca
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United Kingdom Atomic Energy Authority
C. Noble
United Kingdom Atomic Energy Authority
D. Nina
Instituto Superior Tecnico
S. K. Nielsen
Technical University of Denmark (DTU)
A.H. Nielsen
Technical University of Denmark (DTU)
D. Nicolai
Jülich Research Centre
M. Nicassio
United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
R. Neu
Max Planck Society
M.F.F. Nave
Instituto Superior Tecnico
V Naulin
EUROfusion Programme Management Unit
E. Nardon
The French Alternative Energies and Atomic Energy Commission (CEA)
F. Napoli
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R. Naish
United Kingdom Atomic Energy Authority
F. Nabais
Instituto Superior Tecnico
Yong Su Na
Seoul National University
B. N’Konga
Laboratoire de Mathématiques J.A. Dieudonné
A. Muraro
Consiglo Nazionale Delle Richerche
A. Murari
University of Padua
[NO FIRST NAME IN SCOPUS] Muraglia
Physique des Interactions Ioniques et Moleculaires
A. Munoz-Perez
University of Seville
S. Munot
United Kingdom Atomic Energy Authority
L. Msero
ITER Organization
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United Kingdom Atomic Energy Authority
J. Morris
United Kingdom Atomic Energy Authority
F. Moro
ENEA
[NO FIRST NAME IN SCOPUS] Morgan
United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
Sara Moradi
EUROfusion Programme Management Unit
R. Mooney
United Kingdom Atomic Energy Authority
S. Moon
Royal Institute of Technology (KTH)
A. Montisci
University of Cagliari
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
V. Moiseenko
National Science Center
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Czech Academy of Sciences
J. Mitchell
United Kingdom Atomic Energy Authority
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National Institute for Laser, Plasma and Radiation Physics
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Tuscia University
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University of Milano-Bicocca
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
E. Militello Asp
United Kingdom Atomic Energy Authority
E. Milani
University of Rome Tor Vergata
D. Milanesio
Polytechnic University of Turin
K. Mikszuta-Michalik
Institute of Plasma Physics & Laser Microfusion (IPPLM)
J. Mietelski
Polish Academy of Sciences
P. Middleton
United Kingdom Atomic Energy Authority
S. Mianowski
United Kingdom Atomic Energy Authority
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National Center for Scientific Research “Demokritos”
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Oak Ridge National Laboratory
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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United Kingdom Atomic Energy Authority
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Max Planck Society
P.A. McCullen
United Kingdom Atomic Energy Authority
P. McCarthy
University College Cork
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Physique des Interactions Ioniques et Moleculaires
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United Kingdom Atomic Energy Authority
M. Mayer
Max Planck Society
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Instituto Superior Tecnico
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United Kingdom Atomic Energy Authority
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M. Maslov
United Kingdom Atomic Energy Authority
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ITER Organization
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Consorzio CREATE
C. Martin
Physique des Interactions Ioniques et Moleculaires
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United Kingdom Atomic Energy Authority
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University of Rome Tor Vergata
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United Kingdom Atomic Energy Authority
J. Marsh
United Kingdom Atomic Energy Authority
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Max Planck Society
S. Marsden
United Kingdom Atomic Energy Authority
C.A. Marren
United Kingdom Atomic Energy Authority
L. Marot
University of Basel
T. Markovicˇ
Czech Academy of Sciences
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University of Rome Tor Vergata
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Comenius University in Bratislava
M. Marin
Dutch Institute for Fundamental Energy Research (DIFFER)
G. Mariano
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A. Mariani
Consiglo Nazionale Delle Richerche
O. Marchuk
Jülich Research Centre
C. Marchetto
Polytechnic University of Turin
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Consiglo Nazionale Delle Richerche
G. Marceca
Swiss Federal Institute of Technology in Lausanne (EPFL)
Mark Maraschek
Max Planck Society
Ph. Maquet
ITER Organization
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Complutense University
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Centro Nacional de Supercomputacion
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Centro Nacional de Supercomputacion
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Consiglo Nazionale Delle Richerche
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United Kingdom Atomic Energy Authority
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The French Alternative Energies and Atomic Energy Commission (CEA)
S. Makarov
Max Planck Society
J. Mailloux
United Kingdom Atomic Energy Authority
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Max Planck Society
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United Kingdom Atomic Energy Authority
R. Mäenpää
Aalto University
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Czech Academy of Sciences
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United Kingdom Atomic Energy Authority
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General Atomics
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National Academy of Sciences in Ukraine
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Max Planck Society
C.P. Lungu
National Institute for Laser, Plasma and Radiation Physics
M. Lungaroni
University of Rome Tor Vergata
T. Luda di Cortemiglia
Max Planck Society
R. Lucock
United Kingdom Atomic Energy Authority
T. Luce
ITER Organization
C. Lowry
United Kingdom Atomic Energy Authority
T. Lowe
United Kingdom Atomic Energy Authority
M. Loughlin
ITER Organization
V.P. Loschiavo
Consorzio CREATE
S. Loreti
ENEA
R. Lorenzini
University of Padua
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University of Padua
P.J. Lomas
United Kingdom Atomic Energy Authority
B. Lomanowski
Oak Ridge National Laboratory
R.C. Lobel
United Kingdom Atomic Energy Authority
A Loarte
ITER Organization
T. Loarer
The French Alternative Energies and Atomic Energy Commission (CEA)
F. Liu
Culham Science Centre
E. Litherland-Smith
United Kingdom Atomic Energy Authority
X. Litaudon
The French Alternative Energies and Atomic Energy Commission (CEA)
Ch. Linsmeier
Jülich Research Centre
J. Likonen
Technical Research Centre of Finland (VTT)
J. Lewis
United Kingdom Atomic Energy Authority
L. Lewin
United Kingdom Atomic Energy Authority
S. Lesnoj
United Kingdom Atomic Energy Authority
A. Lescinskis
University of Latvia
E. Lerche
Royal Military Academy
L. Leppin
Max Planck Society
E. Leon Gutierrez
Laboratorio Nacional de Fusion
M. Lennholm
United Kingdom Atomic Energy Authority
I. Lengar
Jozef Stefan Institute
F. Leipold
ITER Organization
D. Leichtle
Karlsruhe Institute of Technology (KIT)
M Lehnen
ITER Organization
J. Lehmann
United Kingdom Atomic Energy Authority
H. Leggate
Dublin City University
X. Lefebvre
United Kingdom Atomic Energy Authority
T. Leeson
United Kingdom Atomic Energy Authority
S. Leerink
Aalto University
K. Lee
United Kingdom Atomic Energy Authority
C. Lee
Seoul National University
G. Learoyd
United Kingdom Atomic Energy Authority
E. Lazzaro
Consiglo Nazionale Delle Richerche
A. Lazaros
National Technical University of Athens (NTUA)
K.D. Lawson
United Kingdom Atomic Energy Authority
E. Łaszyńska
Institute of Plasma Physics & Laser Microfusion (IPPLM)
E. Lascas Neto
Swiss Federal Institute of Technology in Lausanne (EPFL)
M. Langley
United Kingdom Atomic Energy Authority
B. Lane
United Kingdom Atomic Energy Authority
H.T. Lambertz
Jülich Research Centre
N. Lam
United Kingdom Atomic Energy Authority
V. Laksharam
United Kingdom Atomic Energy Authority
A. Laing
United Kingdom Atomic Energy Authority
L. Laguardia
Consiglo Nazionale Delle Richerche
A. Lagoyannis
National Center for Scientific Research “Demokritos”
M. Lacquaniti
University of Cagliari
B. Labit
Swiss Federal Institute of Technology in Lausanne (EPFL)
O.J. Kwon
Daegu University
S. Kwak
Max Planck Society
B. Kurzan
Max Planck Society
H. Kumpulainen
Aalto University
I. Ksiażek
University of Opole
U. Kruezi
ITER Organization
A. Krivska
Royal Military Academy
K. Krieger
Max Planck Society
A. Kreter
Jülich Research Centre
M. Kresina
United Kingdom Atomic Energy Authority
V. Krasilnikov
ITER Organization
A. Krasilnikov
ITER Organization
Y. Krasikov
Jülich Research Centre
K. Koziol
National Centre for Nuclear Research
E. Kowalska-Strzeciwilk
Institute of Plasma Physics & Laser Microfusion (IPPLM)
Y. Kovtun
National Science Center
M. Koubiti
Physique des Interactions Ioniques et Moleculaires
D. Kos
United Kingdom Atomic Energy Authority
B. Kos
Jozef Stefan Institute
S. B. Korsholm
Technical University of Denmark (DTU)
V. Korovin
National Science Center
B. Kool
Dutch Institute for Fundamental Energy Research (DIFFER)
M. Kong
United Kingdom Atomic Energy Authority
Y. Kominis
National Technical University of Athens (NTUA)
Y. Kolesnichenko
National Academy of Sciences in Ukraine
J. Koenders
Dutch Institute for Fundamental Energy Research (DIFFER)
G. Kocsis
United Kingdom Atomic Energy Authority
F. Kochl
United Kingdom Atomic Energy Authority
M. Kocan
ITER Organization
M. Knolker
General Atomics
U. Knoche
Jülich Research Centre
S. Knipe
United Kingdom Atomic Energy Authority
R. Knights
United Kingdom Atomic Energy Authority
P. Knight
United Kingdom Atomic Energy Authority
M. Knight
United Kingdom Atomic Energy Authority
G. Kneale
United Kingdom Atomic Energy Authority
A. Klix
Karlsruhe Institute of Technology (KIT)
C. Klepper
Oak Ridge National Laboratory
G. Kizane
University of Latvia
T. kiviniemi
Aalto University
A. Kirschner
Jülich Research Centre
K. Kirov
United Kingdom Atomic Energy Authority
A. Kirjasuo
Technical Research Centre of Finland (VTT)
V.G. Kiptily
United Kingdom Atomic Energy Authority
D.J. Kinna
United Kingdom Atomic Energy Authority
D. King
United Kingdom Atomic Energy Authority
S.H. Kim
ITER Organization
J. Kim
National Fusion Research Institute
Hyun-Tae Kim
United Kingdom Atomic Energy Authority
C. Kiefer
Max Planck Society
E. Khilkevich
Russian Academy of Sciences
K. Khan
United Kingdom Atomic Energy Authority
[NO FIRST NAME IN SCOPUS] Kennedy
United Kingdom Atomic Energy Authority
M. Kempenaars
ITER Organization
W. Kelly
United Kingdom Atomic Energy Authority
D. Keeling
United Kingdom Atomic Energy Authority
V. Kazantzidis
National Technical University of Athens (NTUA)
Y. Kazakov
Royal Military Academy
E. Karsakos
United Kingdom Atomic Energy Authority
J. Karhunen
United Kingdom Atomic Energy Authority
O. Kardaun
Max Planck Society
A. Kappatou
Max Planck Society
A. Kantor
United Kingdom Atomic Energy Authority
P. Kanth
United Kingdom Atomic Energy Authority
D Kalupin
EUROfusion Programme Management Unit
P. Kalnina
University of Latvia
A. Kallenbach
Max Planck Society
M. Juvonen
United Kingdom Atomic Energy Authority
A. Joyce
United Kingdom Atomic Energy Authority
T. Jones
United Kingdom Atomic Energy Authority
L. Jones
United Kingdom Atomic Energy Authority
G. Jones
United Kingdom Atomic Energy Authority
E.M. Jones
United Kingdom Atomic Energy Authority
C. Jones
United Kingdom Atomic Energy Authority
J. Johnston
United Kingdom Atomic Energy Authority
T. Johnson
Royal Institute of Technology (KTH)
E. Joffrin
The French Alternative Energies and Atomic Energy Commission (CEA)
I. Jepu
United Kingdom Atomic Energy Authority
Frank Jenko
Max Planck Society
N. Jayasekera
United Kingdom Atomic Energy Authority
F. Jaulmes
Czech Academy of Sciences
A. Järvinen
Technical Research Centre of Finland (VTT)
H. Jarleblad
Technical University of Denmark (DTU)
P. Jacquet
United Kingdom Atomic Energy Authority
A.S. Jacobsen
Technical University of Denmark (DTU)
T. Jackson
United Kingdom Atomic Energy Authority
S. Jachmich
ITER Organization
E. Ivings
United Kingdom Atomic Energy Authority
I. Ivanova-Stanik
Institute of Plasma Physics & Laser Microfusion (IPPLM)
N. Isernia
Consorzio CREATE
V. Ioannou-Sougleridis
National Center for Scientific Research “Demokritos”
P. Innocente
University of Padua
J. Ingleby
United Kingdom Atomic Energy Authority
M. Imrísek
Czech Academy of Sciences
M. Iliasova
Russian Academy of Sciences
D. Iglesias
United Kingdom Atomic Energy Authority
A.M. Hynes
United Kingdom Atomic Energy Authority
P. Huynh
The French Alternative Energies and Atomic Energy Commission (CEA)
Y. Husain
United Kingdom Atomic Energy Authority
G.T.A. Huijsmans
ITER Organization
T.M. Huddleston
United Kingdom Atomic Energy Authority
V. Huber
Jülich Research Centre
A. Huber
Jülich Research Centre
E. Hubenov
United Kingdom Atomic Energy Authority
Z. Huang
United Kingdom Atomic Energy Authority
Z. Hu
University of Milano-Bicocca
S.P. Hotchin
United Kingdom Atomic Energy Authority
L. Horvath
United Kingdom Atomic Energy Authority
L.D. Horton
Culham Science Centre
A. Horton
United Kingdom Atomic Energy Authority
N. Horsten
KU Leuven
J. Horácek
Czech Academy of Sciences
M. Hoppe
Swiss Federal Institute of Technology in Lausanne (EPFL)
M. Hook
United Kingdom Atomic Energy Authority
M. Hölzl
Max Planck Society
E M Hollmann
University of California
S. Hollis
United Kingdom Atomic Energy Authority
A. Hollingsworth
United Kingdom Atomic Energy Authority
C.H.A. Hogben
United Kingdom Atomic Energy Authority
Olivier Hoenen
ITER Organization
J. Hobirk
Max Planck Society
A. Ho
Dutch Institute for Fundamental Energy Research (DIFFER)
A. Hjalmarsson
Uppsala University
K. Hizanidis
National Technical University of Athens (NTUA)
J. Hillesheim
United Kingdom Atomic Energy Authority
G. Hermon
United Kingdom Atomic Energy Authority
J. Herfindal
Oak Ridge National Laboratory
D. Hepple
United Kingdom Atomic Energy Authority
R. Henriques
Instituto Superior Tecnico
R. Henriques
United Kingdom Atomic Energy Authority
S.S. Henderson
United Kingdom Atomic Energy Authority
O. Hemming
United Kingdom Atomic Energy Authority
W. Helou
ITER Organization
M. Held
P. Heinrich
Max Planck Society
P. Heesterman
United Kingdom Atomic Energy Authority
J. Hearmon
United Kingdom Atomic Energy Authority
S. Hazael
United Kingdom Atomic Energy Authority
J. Hawkins
United Kingdom Atomic Energy Authority
N. Hawkes
United Kingdom Atomic Energy Authority
J. Hawes
United Kingdom Atomic Energy Authority
T. Haupt
United Kingdom Atomic Energy Authority
D.R. Hatch
University of Texas
D.M. Harting
Jülich Research Centre
J.R. Harrison
United Kingdom Atomic Energy Authority
G.F. Harrer
Vienna University of Technology
Y. Haresawa
United Kingdom Atomic Energy Authority
M.R. Hardman
University of Oxford
M. Hamed
Dutch Institute for Fundamental Energy Research (DIFFER)
C. Ham
United Kingdom Atomic Energy Authority
J. Hall
Ghent university
M. Halitovs
University of Latvia
A.H. Hakola
Technical Research Centre of Finland (VTT)
L. Hägg
Uppsala University
S. Hacquin
The French Alternative Energies and Atomic Energy Commission (CEA)
N. Gupta
United Kingdom Atomic Energy Authority
R. Grove
Oak Ridge National Laboratory
C. Grove
United Kingdom Atomic Energy Authority
M. Groth
Aalto University
W. Gromelski
Institute of Plasma Physics & Laser Microfusion (IPPLM)
F.S. Griph
United Kingdom Atomic Energy Authority
E. Grigore
National Institute for Laser, Plasma and Radiation Physics
H. Greuner
Max Planck Society
J. Green
United Kingdom Atomic Energy Authority
J.P. Graves
Swiss Federal Institute of Technology in Lausanne (EPFL)
E. Gow
United Kingdom Atomic Energy Authority
N. Gotts
United Kingdom Atomic Energy Authority
T. Görler
Max Planck Society
G. Gorini
University of Milano-Bicocca
[NO FIRST NAME IN SCOPUS] Gore
United Kingdom Atomic Energy Authority
A. Goodyear
United Kingdom Atomic Energy Authority
J. Gonzalez Martin
University of California
M. Goniche
The French Alternative Energies and Atomic Energy Commission (CEA)
B. Goncalves
Instituto Superior Tecnico
J.-F. Gomez
Harvard University
[NO FIRST NAME IN SCOPUS] Gomes
Instituto Superior Tecnico
V. Goloborodko
National Academy of Sciences in Ukraine
J. Goff
United Kingdom Atomic Energy Authority
G. Giruzzi
The French Alternative Energies and Atomic Energy Commission (CEA)
C Giroud
United Kingdom Atomic Energy Authority
E. Giovannozzi
ENEA
A. Gillgren
M.R. Gilbert
United Kingdom Atomic Energy Authority
L. Gil
Instituto Superior Tecnico
C.S. Gibson
United Kingdom Atomic Energy Authority
L. Giacomelli
Consiglo Nazionale Delle Richerche
F. Ghezzi
Consiglo Nazionale Delle Richerche
P.-I. Gherghina
United Kingdom Atomic Energy Authority
M. Gherendi
National Institute for Laser, Plasma and Radiation Physics
Z. Ghani
United Kingdom Atomic Energy Authority
M. Gethins
United Kingdom Atomic Energy Authority
G. Gervasini
Consiglo Nazionale Delle Richerche
R. Gerru
Technical University of Denmark (DTU)
S. Gerasimov
United Kingdom Atomic Energy Authority
R. George
United Kingdom Atomic Energy Authority
M. Gelfusa
University of Rome Tor Vergata
S. Gee
United Kingdom Atomic Energy Authority
T. Gebhart
Oak Ridge National Laboratory
D. Gear
United Kingdom Atomic Energy Authority
P. Gaudio
University of Rome Tor Vergata
Renato Gatto
Sapienza University of Rome
J. Gaspar
Centre national de la recherche scientifique (CNRS)
Luca Garzotti
United Kingdom Atomic Energy Authority
M. Garcia-Munoz
University of Seville
J. Garcia
The French Alternative Energies and Atomic Energy Commission (CEA)
T. Gans
Dublin City University
M. Gambrioli
University of Padua
D. Gallart
Centro Nacional de Supercomputacion
A. Galkowski
Institute of Plasma Physics & Laser Microfusion (IPPLM)
S. Galeani
University of Rome Tor Vergata
K. Gál
EUROfusion Programme Management Unit
S. Gadgil
United Kingdom Atomic Energy Authority
D. Gadariya
Laboratorio Nacional de Fusion
Stefano Gabriellini
Sapienza University of Rome
M. Furseman
United Kingdom Atomic Energy Authority
Tünde-Maria Fülöp
Chalmers, Physics, Subatomic, High Energy and Plasma Physics
D. Frigione
University of Rome Tor Vergata
R. Fresa
Consorzio CREATE
L. Frassinetti
Royal Institute of Technology (KTH)
Erik Fransson
Chalmers, Physics, Condensed Matter and Materials Theory
O. Franklin
United Kingdom Atomic Energy Authority
P. Fox
United Kingdom Atomic Energy Authority
C. Fowler
United Kingdom Atomic Energy Authority
M. Fortune
United Kingdom Atomic Energy Authority
E. Fortuna-Zalesna
Warsaw University of Technology
L. Fortuna
University of Catania
J.M. Fontdecaba
Laboratorio Nacional de Fusion
M. Fontana
United Kingdom Atomic Energy Authority
N. Fonnesu
ENEA
S. Foley
United Kingdom Atomic Energy Authority
J. Flanagan
United Kingdom Atomic Energy Authority
D. Flammini
ENEA
M. Fitzgerald
United Kingdom Atomic Energy Authority
L. Fittill
United Kingdom Atomic Energy Authority
G.M. Fishpool
United Kingdom Atomic Energy Authority
U. Fischer
Karlsruhe Institute of Technology (KIT)
P. Finburg
United Kingdom Atomic Energy Authority
N. Fil
United Kingdom Atomic Energy Authority
A. Fil
United Kingdom Atomic Energy Authority
J. Figueiredo
Instituto Superior Tecnico
A.C.A. Figueiredo
Instituto Superior Tecnico
A.R. Field
United Kingdom Atomic Energy Authority
O. Ficker
Czech Academy of Sciences
O. Février
Swiss Federal Institute of Technology in Lausanne (EPFL)
J.A. Fessey
United Kingdom Atomic Energy Authority
G. Ferrò
University of Rome Tor Vergata
Jorge Ferreira
Instituto Superior Tecnico
D.R. Ferreira
Instituto Superior Tecnico
H. Fernandes
Instituto Superior Tecnico
R.C. Felton
United Kingdom Atomic Energy Authority
K. Felker
Argonne National Laboratory
N. Fedorczak
The French Alternative Energies and Atomic Energy Commission (CEA)
S. Fazinic
Ruder Boskovic Institute
B. Faugeras
Laboratoire de Mathématiques J.A. Dieudonné
I. Farquhar
United Kingdom Atomic Energy Authority
T. Farmer
United Kingdom Atomic Energy Authority
A. Fanni
University of Cagliari
M. Falessi
ENEA
Fajardo Jimenez
Max Planck Society
M. Faitsch
Max Planck Society
D. Fagan
United Kingdom Atomic Energy Authority
E. Fable
Max Planck Society
S. Evans
United Kingdom Atomic Energy Authority
G. Evans
United Kingdom Atomic Energy Authority
S. Ertmer
Jülich Research Centre
L.-G. Eriksson
J. Eriksson
Uppsala University
F. Eriksson
United Kingdom Atomic Energy Authority
B. Eriksson
Uppsala University
G. Ericsson
Uppsala University
S. Emery
United Kingdom Atomic Energy Authority
[NO FIRST NAME IN SCOPUS] Elsmore
United Kingdom Atomic Energy Authority
G. Ellwood
ITER Organization
R.D. Ellis
United Kingdom Atomic Energy Authority
H. El-Haroun
United Kingdom Atomic Energy Authority
A. Eksaeva
Jülich Research Centre
T. Eich
Max Planck Society
J. Edwards
United Kingdom Atomic Energy Authority
E. Eardley
United Kingdom Atomic Energy Authority
T. Eade
United Kingdom Atomic Energy Authority
R. Dux
Max Planck Society
F. Durodié
Royal Military Academy
I. Durán
Czech Academy of Sciences
M. Dunne
Max Planck Society
T. Dunatov
Ruder Boskovic Institute
Dániel Dunai
Centre for Energy Research
P Dumortier
Royal Military Academy
R. J. Dumont
The French Alternative Energies and Atomic Energy Commission (CEA)
H. Dudding
United Kingdom Atomic Energy Authority
Ph. Duckworth
ITER Organization
G. Drummond
United Kingdom Atomic Energy Authority
P. Drews
Jülich Research Centre
M. Dreval
National Science Center
R. Doyle
Dublin City University
S. Dowson
United Kingdom Atomic Energy Authority
D. Douai
The French Alternative Energies and Atomic Energy Commission (CEA)
R. Dotse
United Kingdom Atomic Energy Authority
S. Dormido-Canto
Universidad Nacional de Educación a Distancia
S.E. Dorling
United Kingdom Atomic Energy Authority
William D. Dorland
University of Oxford
A.J.H. Donné
EUROfusion Programme Management Unit
T. Dochnal
United Kingdom Atomic Energy Authority
J. Dobrashian
United Kingdom Atomic Energy Authority
Laura Dittrich
Royal Institute of Technology (KTH)
T. Dittmar
Jülich Research Centre
P. Dinca
National Institute for Laser, Plasma and Radiation Physics
M. Diez
The French Alternative Energies and Atomic Energy Commission (CEA)
T. Dickson
United Kingdom Atomic Energy Authority
D. Dickinson
University of York
A. Di Siena
Max Planck Society
P. Devynck
The French Alternative Energies and Atomic Energy Commission (CEA)
P.C. de Vries
ITER Organization
F.C.P. Albert Devasagayam
Aalto University
G. De Temmerman
ITER Organization
G. F. Derks
Dutch Institute for Fundamental Energy Research (DIFFER)
A. Dennett
United Kingdom Atomic Energy Authority
W. Deng
United Kingdom Atomic Energy Authority
A. Dempsey
Dublin City University
D. Del Sarto
University of Lorraine
E. De La Luna
Laboratorio Nacional de Fusion
E. De La Cal
Laboratorio Nacional de Fusion
E. Delabie
Oak Ridge National Laboratory
R. Dejarnac
Czech Academy of Sciences
J. Decker
Swiss Federal Institute of Technology in Lausanne (EPFL)
M. De Bock
ITER Organization
M. Dearing
United Kingdom Atomic Energy Authority
J. Deane
United Kingdom Atomic Energy Authority
G. De Tommasi
Consorzio CREATE
I. Day
United Kingdom Atomic Energy Authority
S. Dawson
United Kingdom Atomic Energy Authority
K. Dawson
United Kingdom Atomic Energy Authority
G. Davis
United Kingdom Atomic Energy Authority
S. Davies
United Kingdom Atomic Energy Authority
J. Davies
United Kingdom Atomic Energy Authority
A. Davies
United Kingdom Atomic Energy Authority
P. David
Max Planck Society
S. Dalley
United Kingdom Atomic Energy Authority
A.Dal Molin
Consiglo Nazionale Delle Richerche
A. Cullen
United Kingdom Atomic Energy Authority
A. Cufar
Jozef Stefan Institute
N. Cruz
Instituto Superior Tecnico
T. Cronin
United Kingdom Atomic Energy Authority
K. Crombe
Royal Military Academy
D. Croft
United Kingdom Atomic Energy Authority
G. Croci
University of Milano-Bicocca
R. Craven
United Kingdom Atomic Energy Authority
D. Craven
United Kingdom Atomic Energy Authority
S. Cramp
United Kingdom Atomic Energy Authority
T. Craciunescu
National Institute for Laser, Plasma and Radiation Physics
D. Coster
Max Planck Society
G. Corrigan
United Kingdom Atomic Energy Authority
Y. Corre
The French Alternative Energies and Atomic Energy Commission (CEA)
C. Corradino
University of Catania
L. Cordaro
University of Padua
S.R. Cooper
United Kingdom Atomic Energy Authority
P. Cooper
United Kingdom Atomic Energy Authority
D. Coombs
United Kingdom Atomic Energy Authority
N.J. Conway
United Kingdom Atomic Energy Authority
C. Contré
Swiss Federal Institute of Technology in Lausanne (EPFL)
[NO FIRST NAME IN SCOPUS] Conroy
Uppsala University
J. Collins
United Kingdom Atomic Energy Authority
L. Colas
The French Alternative Energies and Atomic Energy Commission (CEA)
A. Colangeli
ENEA
I. Coffey
Queen's University Belfast
J.W. Coenen
Jülich Research Centre
[NO FIRST NAME IN SCOPUS] Coelho
Instituto Superior Tecnico
V. Coccorese
Consorzio CREATE
P. Coates
United Kingdom Atomic Energy Authority
M. Cleverly
United Kingdom Atomic Energy Authority
R. Clarkson
United Kingdom Atomic Energy Authority
Ł. Ciupinski
Warsaw University of Technology
J. Citrin
Dutch Institute for Fundamental Energy Research (DIFFER)
D. Ciric
United Kingdom Atomic Energy Authority
G. Ciraolo
The French Alternative Energies and Atomic Energy Commission (CEA)
J. Cieslik
United Kingdom Atomic Energy Authority
L. Chone
Aalto University
A. Chomiczewska
Institute of Plasma Physics & Laser Microfusion (IPPLM)
P. Chmielewski
Institute of Plasma Physics & Laser Microfusion (IPPLM)
G.-C. Chira
United Kingdom Atomic Energy Authority
A. Chiariello
Consorzio CREATE
M. Chernyshova
Institute of Plasma Physics & Laser Microfusion (IPPLM)
P. Chauhan
United Kingdom Atomic Energy Authority
B. Chapman
United Kingdom Atomic Energy Authority
A. V. Chankin
Max Planck Society
C.S. Chang
Princeton University
R. Chandra
Aalto University
B. Chamberlain
United Kingdom Atomic Energy Authority
C. Challis
United Kingdom Atomic Energy Authority
L. Ceelen
Dutch Institute for Fundamental Energy Research (DIFFER)
M. Cecconello
Uppsala University
M. Cavedon
Max Planck Society
F. Causa
Consiglo Nazionale Delle Richerche
N. Catarino
Instituto Superior Tecnico
J.P. Catalan
Universidad Nacional de Educación a Distancia
C. Castaldo
ENEA
FJ Casson
United Kingdom Atomic Energy Authority
I. Casiraghi
Consiglo Nazionale Delle Richerche
P. Carvalho
United Kingdom Atomic Energy Authority
I. Carvalho
United Kingdom Atomic Energy Authority
B.B. Carvalho
Max Planck Society
D. Carnevale
University of Rome Tor Vergata
P. Carman
United Kingdom Atomic Energy Authority
S. Carli
KU Leuven
A. Cardinali
ENEA
P. Card
United Kingdom Atomic Energy Authority
S. Carcangiu
University of Cagliari
M. Cappelli
ENEA
M. Cannon
United Kingdom Atomic Energy Authority
B. Cannas
University of Cagliari
R. Canavan
United Kingdom Atomic Energy Authority
R. Calado
Instituto Superior Tecnico
L. Calacci
University of Rome Tor Vergata
G. Calabrò
Tuscia University
D. Butcher
United Kingdom Atomic Energy Authority
A. Busse
United Kingdom Atomic Energy Authority
A. Buscarino
University of Catania
A. Burgess
United Kingdom Atomic Energy Authority
A. Burckhart
Max Planck Society
P. Buratti
ENEA
H. Bufferand
The French Alternative Energies and Atomic Energy Commission (CEA)
J. Buermans
Royal Military Academy
M. Buckley
United Kingdom Atomic Energy Authority
D. Brunetti
United Kingdom Atomic Energy Authority
P. Brown
United Kingdom Atomic Energy Authority
Brix, M
United Kingdom Atomic Energy Authority
D. Brida
Max Planck Society
S. Brezinsek
Jülich Research Centre
B. N. Breizman
University of Texas
S.C. Bradnam
United Kingdom Atomic Energy Authority
I. Božičević Mihalić
Ruder Boskovic Institute
M. Bowden
United Kingdom Atomic Energy Authority
C Bourdelle
The French Alternative Energies and Atomic Energy Commission (CEA)
T.O.S.J. Bosman
Dutch Institute for Fundamental Energy Research (DIFFER)
I. Borodkina
Czech Academy of Sciences
D. Borodin
Jülich Research Centre
D.N. Borba
Instituto Superior Tecnico
J. Booth
United Kingdom Atomic Energy Authority
P. Bonofiglo
Princeton University
X. Bonnin
ITER Organization
D. Bonfiglio
University of Padua
N. Bonanomi
Max Planck Society
L. Bonalumi
University of Milano-Bicocca
P. Bohm
Czech Academy of Sciences
G. Bodnàr
United Kingdom Atomic Energy Authority
A. Bock
Max Planck Society
A. Boboc
United Kingdom Atomic Energy Authority
V. Bobkov
Max Planck Society
A. Bleasdale
United Kingdom Atomic Energy Authority
P. Blatchford
United Kingdom Atomic Energy Authority
J. P. S. Bizarro
Instituto Superior Tecnico
R. Bisson
Physique des Interactions Ioniques et Moleculaires
G. Birkenmeier
Max Planck Society
P. Bílková
Czech Academy of Sciences
R. Bilato
Max Planck Society
T. Biewer
Oak Ridge National Laboratory
Johan Bielecki
Polish Academy of Sciences
S. Bickerton
United Kingdom Atomic Energy Authority
P.G. Bhat
Comenius University in Bratislava
M. N. A. Beurskens
Max Planck Society
H. Betar
University of Lorraine
L. Bertalot
ITER Organization
M. Berry
United Kingdom Atomic Energy Authority
M. Bernert
Max Planck Society
J. Bernardo
United Kingdom Atomic Energy Authority
E. Bernard
The French Alternative Energies and Atomic Energy Commission (CEA)
J. Bentley
United Kingdom Atomic Energy Authority
Sadruddin Benkadda
Physique des Interactions Ioniques et Moleculaires
F. Belli
ENEA
E Belli
General Atomics
M. Beldishevski
United Kingdom Atomic Energy Authority
N. Bekris
Karlsruhe Institute of Technology (KIT)
M. Beidler
Oak Ridge National Laboratory
A. Begolli
United Kingdom Atomic Energy Authority
D. Beckett
United Kingdom Atomic Energy Authority
P.S. Beaumont
United Kingdom Atomic Energy Authority
C. Bearcroft
United Kingdom Atomic Energy Authority
L. Baylor
Oak Ridge National Laboratory
B. Bauvir
ITER Organization
L. Baumane
University of Latvia
P. Batistoni
ENEA
A. Batista
Instituto Superior Tecnico
M. Bassan
ITER Organization
M. Baruzzo
ENEA
R. Barnsley
ITER Organization
M. Barnes
University of Oxford
O. Bardsley
United Kingdom Atomic Energy Authority
C. Barcellona
University of Catania
A. Banon-Navarro
Max Planck Society
J.W. Banks
United Kingdom Atomic Energy Authority
V. Bandaru
Max Planck Society
N. Balshaw
United Kingdom Atomic Energy Authority
M. Balden
Max Planck Society
I. Balboa
United Kingdom Atomic Energy Authority
F. Bairaktaris
National Technical University of Athens (NTUA)
L. Bähner
Royal Institute of Technology (KTH)
A. Baciero
Laboratorio Nacional de Fusion
E. Aymerich
University of Cagliari
J. Ayllon
University of Seville
L. Avotina
University of Latvia
Y. Austin
United Kingdom Atomic Energy Authority
F. Auriemma
University of Padua
D. Auld
United Kingdom Atomic Energy Authority
O. Asztalos
Centre for Energy Research
A. Ash
United Kingdom Atomic Energy Authority
F. J. Artola
ITER Organization
V. Artigues
Max Planck Society
W. Arter
United Kingdom Atomic Energy Authority
J. F. Artaud
The French Alternative Energies and Atomic Energy Commission (CEA)
G. Artaserse
United Kingdom Atomic Energy Authority
G. Arnoux
United Kingdom Atomic Energy Authority
M. Ariola
Consorzio CREATE
C. Aramunde
United Kingdom Atomic Energy Authority
C. Appelbee
United Kingdom Atomic Energy Authority
L. Appel
United Kingdom Atomic Energy Authority
I. Antoniou
United Kingdom Atomic Energy Authority
C. Angioni
Max Planck Society
M. Angelone
ENEA
P. Andrew
ITER Organization
E. Andersson Sundén
Uppsala University
R. Ambrosino
Consorzio CREATE
E. Alves
Instituto Superior Tecnico
M. Alonzo
ENEA
M. Allinson
United Kingdom Atomic Energy Authority
H. Allen
United Kingdom Atomic Energy Authority
M. Ali
United Kingdom Atomic Energy Authority
J. Alhage
Ghent university
J. Alguacil
Universidad Nacional de Educación a Distancia
P B Aleynikov
ITER Organization
E. Alessi
Consiglo Nazionale Delle Richerche
S. Aleiferis
United Kingdom Atomic Energy Authority
R. Albanese
Consorzio CREATE
M. Akhtar
United Kingdom Atomic Energy Authority
I. Ahmad
United Kingdom Atomic Energy Authority
M. Afzal
United Kingdom Atomic Energy Authority
O. Adabonyan
United Kingdom Atomic Energy Authority
P. Abreu
Instituto Superior Tecnico
N. Abid
United Kingdom Atomic Energy Authority
D. Abate
University of Padua
M. Zurita
Swiss Federal Institute of Technology in Lausanne (EPFL)
X. Zou
CEA Cadarache
A. Zohar
Jozef Stefan Institute
C. Zimmermann
Max Planck Society
P. Zestanakis
National Technical University of Athens (NTUA)
J. Zebrowski
National Centre for Nuclear Research
D. Zarzoso
Physique des Interactions Ioniques et Moleculaires
G. Zadvitskiy
Czech Academy of Sciences
H. Yang
CEA Cadarache
S. Xu
Jülich Research Centre
L. Xiang
United Kingdom Atomic Energy Authority
C. Wuethrich
Swiss Federal Institute of Technology in Lausanne (EPFL)
A. Wojenski
Warsaw University of Technology
T. A. Wijkamp
Eindhoven University of Technology
M. Wiesenberger
Technical University of Denmark (DTU)
D. Weston
United Kingdom Atomic Energy Authority
T Wauters
ITER Organization
C. Wade
Durham University
T. Vuoriheimo
University of Helsinki
N.M.T. Vu
Swiss Federal Institute of Technology in Lausanne (EPFL)
P. Vondraček
Czech Academy of Sciences
I. Voitsekhovitch
United Kingdom Atomic Energy Authority
G. Vogel
Max Planck Society
M. Vlad
National Institute for Laser, Plasma and Radiation Physics
B. Vincent
Swiss Federal Institute of Technology in Lausanne (EPFL)
J. Vicente
Instituto Superior Tecnico
L. Vermare
École polytechnique
K. Verhaegh
United Kingdom Atomic Energy Authority
T. Verdier
Technical University of Denmark (DTU)
L. Velarde Gallardo
University of Seville
S. Vartanian
CEA Cadarache
J. Varela Rodriguez
Universidad Carlos III de Madrid
B. Vanovac
Massachusetts Institute of Technology (MIT)
R.G.L. Vann
University of York
S. Van Mulders
Swiss Federal Institute of Technology in Lausanne (EPFL)
S.I. Valvis
National Technical University of Athens (NTUA)
M. Usoltseva
Max Planck Society
M. Ugoletti
University of Padua
C.K. Tsui
Swiss Federal Institute of Technology in Lausanne (EPFL)
E. Tsitrone
CEA Cadarache
C. Tsironis
National Technical University of Athens (NTUA)
M. Toscano Jiménez
University of Seville
E. Tonello
Swiss Federal Institute of Technology in Lausanne (EPFL)
M. Tomes
Czech Academy of Sciences
E. Tomasina
University of Padua
P. Tolias
Royal Institute of Technology (KTH)
A. Titarenko
V.N. Karazin Kharkiv National University
Q. Tichit
CEA Cadarache
A.S. Thrysoe
Technical University of Denmark (DTU)
A.J. Thornton
United Kingdom Atomic Energy Authority
E. Thorén
Royal Institute of Technology (KTH)
E. Tholerus
United Kingdom Atomic Energy Authority
C. Theiler
Swiss Federal Institute of Technology in Lausanne (EPFL)
A. Tenaglia
University of Rome Tor Vergata
T. Szepesi
Centre for Energy Research
G.Y. Sun
Swiss Federal Institute of Technology in Lausanne (EPFL)
F. Subba
Polytechnic University of Turin
J. Stober
Max Planck Society
Z. Stancar
United Kingdom Atomic Energy Authority
M. Spolaore
University of Padua
G. Spizzo
University of Padua
A. Snicker
Technical Research Centre of Finland (VTT)
S. Smith
United Kingdom Atomic Energy Authority
Y. Siusko
National Science Center
S. Sipila
Aalto University
L. Singh
Polytechnic University of Turin
L. Simons
Swiss Federal Institute of Technology in Lausanne (EPFL)
B. Simmendefeldt Schmidt
Technical University of Denmark (DTU)
M. Senstius
Technical University of Denmark (DTU)
A. Selce
Consiglo Nazionale Delle Richerche
M.Scotto DAbusco
CEA Cadarache
F. Sciortino
Max Planck Society
N. Schwarz
Max Planck Society
C. Schuster
Max Planck Society
R. Schrittwieser
University of Innsbruck
P. Schneider
Max Planck Society
M. Sassano
University of Rome Tor Vergata
K. Sarkimaki
Max Planck Society
J. Santos
Instituto Superior Tecnico
A. Sand
Aalto University
L. Sanchis
Aalto University
R. Sabot
CEA Cadarache
D. Ryan
United Kingdom Atomic Energy Authority
P. Ryan
United Kingdom Atomic Energy Authority
J. RuedaRueda
University of Seville
J. Rosato
Physique des Interactions Ioniques et Moleculaires
C.F. Romero Madrid
University of Seville
G. Rocchi
ENEA
C.M. Roach
United Kingdom Atomic Energy Authority
J.F. Rivero Rodriguez
University of Seville
N. Rivals
CEA Cadarache
N. Rispoli
Consiglo Nazionale Delle Richerche
D. Ripamonti
Consiglo Nazionale Delle Richerche
F. Rigollet
Centre national de la recherche scientifique (CNRS)
S. Rienacker
École polytechnique
M. Richou
CEA Cadarache
D. Ricci
Consiglo Nazionale Delle Richerche
O. Renders
KU Leuven
M. Reich
Max Planck Society
D. Refy
Centre for Energy Research
G. Ratta
Laboratorio Nacional de Fusion
H. Raj
Swiss Federal Institute of Technology in Lausanne (EPFL)
L. Radovanovic
Vienna University of Technology
M. Rabinski
National Centre for Nuclear Research
V. Quadri
CEA Cadarache
M. Pueschel
Dutch Institute for Fundamental Energy Research (DIFFER)
A. Poulsen
Technical University of Denmark (DTU)
C. Possieri
University of Rome Tor Vergata
L. Porte
Swiss Federal Institute of Technology in Lausanne (EPFL)
F. Porcelli
Polytechnic University of Turin
Gábor Pór
Centre for Energy Research
J. Poley
Swiss Federal Institute of Technology in Lausanne (EPFL)
Y. Poels
Swiss Federal Institute of Technology in Lausanne (EPFL)
A. Podolnik
Czech Academy of Sciences
B. Ploeckl
Max Planck Society
U. Plank
Max Planck Society
L. Piron
University of Padua
V. Piergotti
ENEA
Y Peysson
CEA Cadarache
A. Perek
Swiss Federal Institute of Technology in Lausanne (EPFL)
G. Pelka
Institute of Plasma Physics & Laser Microfusion (IPPLM)
Bernard Pegourie
CEA Cadarache
B. Patel
United Kingdom Atomic Energy Authority
F. Pastore
Swiss Federal Institute of Technology in Lausanne (EPFL)
M. Passoni
Polytechnic University of Milan
A. Parrott
United Kingdom Atomic Energy Authority
J. Parisi
University of Oxford
C. Pardanaud
Physique des Interactions Ioniques et Moleculaires
P. Papagiannis
National Technical University of Athens (NTUA)
S. Palomba
University of Rome Tor Vergata
D. Palade
National Institute for Laser, Plasma and Radiation Physics
P. Oyola Dominguez
University of Seville
N. Osborne
United Kingdom Atomic Energy Authority
F. Orsitto
ENEA
P. Ollus
Aalto University
D. Oliveira
Swiss Federal Institute of Technology in Lausanne (EPFL)
F. Oliva
University of Rome Tor Vergata
Soma Olasz
Centre for Energy Research
N. Offeddu
Swiss Federal Institute of Technology in Lausanne (EPFL)
R. Ochoukov
Max Planck Society
R. Nouailletas
CEA Cadarache
A.H. Nielsen
Technical University of Denmark (DTU)
R.D. Nem
Technical University of Denmark (DTU)
M. F. Nave
Instituto Superior Tecnico
Y. Nakeva
Tuscia University
D. Mykytchuk
Swiss Federal Institute of Technology in Lausanne (EPFL)
P. Muscente
University of Padua
M. Muraglia
Physique des Interactions Ioniques et Moleculaires
P. Mulholland
Eindhoven University of Technology
D. Moulton
United Kingdom Atomic Energy Authority
A. Moro
Consiglo Nazionale Delle Richerche
J.-M. Moret
Swiss Federal Institute of Technology in Lausanne (EPFL)
P. Moreau
CEA Cadarache
J. Morales
CEA Cadarache
C. Monti
ENEA
F. Mombelli
Polytechnic University of Milan
P. Molna
Swiss Federal Institute of Technology in Lausanne (EPFL)
J. Mlynar
Czech Academy of Sciences
V. Mitterauer
Max Planck Society
R. Mitteau
CEA Cadarache
I. Miron
National Institute for Laser, Plasma and Radiation Physics
K. Mikszuta Michalik
Institute of Plasma Physics & Laser Microfusion (IPPLM)
H.F. Meyer
United Kingdom Atomic Energy Authority
A. Merle
Swiss Federal Institute of Technology in Lausanne (EPFL)
V. Menkovski
Eindhoven University of Technology
A. Mele
Tuscia University
C. Meineri
Polytechnic University of Turin
K. McKay
University of Seville
G. McArdle
United Kingdom Atomic Energy Authority
D. Mazon
CEA Cadarache
R. Masocco
University of Rome Tor Vergata
J.R. Martin Solis
Universidad Carlos III de Madrid
L. Martinelli
Swiss Federal Institute of Technology in Lausanne (EPFL)
F. Martinelli
University of Rome Tor Vergata
P. Martin
University of Padua
D. Marocco
ENEA
T. Markovič
Czech Academy of Sciences
M. Markl
Technische Universität Graz
S. Marchioni
Swiss Federal Institute of Technology in Lausanne (EPFL)
[NO FIRST NAME IN SCOPUS] Marceca
Swiss Federal Institute of Technology in Lausanne (EPFL)
M. Mantsinen
Centro Nacional de Supercomputacion
D. Mancini
Swiss Federal Institute of Technology in Lausanne (EPFL)
A. Mancini
University of Seville
K. Malinowski
Institute of Plasma Physics & Laser Microfusion (IPPLM)
P. Maget
CEA Cadarache
A.Ludvig Osipov
N. Lonigro
University of York
D. Liuzza
ENEA
E. Litherland Smith
United Kingdom Atomic Energy Authority
A. Listopad
Swiss Federal Institute of Technology in Lausanne (EPFL)
B. Lipschultz
University of York
O. Linder
Max Planck Society
A. Lier
Max Planck Society
Y. Liang
Jülich Research Centre
M.Y.K. Lee
Swiss Federal Institute of Technology in Lausanne (EPFL)
E. Łaszyńska
Institute of Plasma Physics & Laser Microfusion (IPPLM)
M. Larsen
Technical University of Denmark (DTU)
P.T. Lang
Max Planck Society
P. Lainer
Technische Universität Graz
M. La Matina
University of Padua
R. Kwiatkowski
National Centre for Nuclear Research
M. Kushoro
University of Milano-Bicocca
U. Kumar
Swiss Federal Institute of Technology in Lausanne (EPFL)
O. Kudlacek
Max Planck Society
O. Krutkin
Swiss Federal Institute of Technology in Lausanne (EPFL)
A. Krämer Flecken
Jülich Research Centre
M. Kozulia
National Science Center
E. Kowalska Strzeciwilk
Institute of Plasma Physics & Laser Microfusion (IPPLM)
J. Kovacic
Jozef Stefan Institute
M. Komm
Czech Academy of Sciences
L. Kogan
United Kingdom Atomic Energy Authority
M. Kochan
ITER Organization
A. Knieps
Jülich Research Centre
E. Klinkby
Technical University of Denmark (DTU)
F. Kjær
Technical University of Denmark (DTU)
A. Kit
University of Helsinki
W. Kernbichler
Technische Universität Graz
D. Keeling
United Kingdom Atomic Energy Authority
P.-V. Kazantzidis
National Technical University of Athens (NTUA)
Ye. O. Kazakov
Royal Military Academy
S. Kasilov
Technische Universität Graz
A. Karpushov
Swiss Federal Institute of Technology in Lausanne (EPFL)
R. Karimov
Swiss Federal Institute of Technology in Lausanne (EPFL)
J. Kalis
Max Planck Society
A. Juven
CEA Cadarache
S. Jessica
Loughborough University
T. Jensen
Technical University of Denmark (DTU)
A. Jardin
Polish Academy of Sciences
A. Jansen van Vuuren
University of Seville
M. Jablczynska
Institute of Plasma Physics & Laser Microfusion (IPPLM)
Irena Ivanova Stanik
Institute of Plasma Physics & Laser Microfusion (IPPLM)
P. Ivanova
Bulgarian Academy of Sciences
H. Isliker
Aristotle University of Thessaloniki
C. Ionita Schrittwieser
University of Innsbruck
M. Imrišek
Czech Academy of Sciences
A. Iantchenko
Swiss Federal Institute of Technology in Lausanne (EPFL)
E. Huett
Swiss Federal Institute of Technology in Lausanne (EPFL)
J. Huang
Jülich Research Centre
K. Hromasova
Czech Academy of Sciences
M. Houry
CEA Cadarache
J. Horáček
Czech Academy of Sciences
E. Hodille
CEA Cadarache
J. Hillairet
CEA Cadarache
J. Hidalgo Salaverri
University of Seville
S. Heuraux
Institut Jean Lamour
P. Hennequin
École polytechnique
S. Henderson
United Kingdom Atomic Energy Authority
J.R. Harrison
United Kingdom Atomic Energy Authority
T. Happel
Max Planck Society
L. Hagg
Uppsala University
T. Gyergyek
Jozef Stefan Institute
J. Gunn
CEA Cadarache
R. Guirlet
CEA Cadarache
C. Guillemaut
CEA Cadarache
A. Gude
Max Planck Society
M. Gruca
Institute of Plasma Physics & Laser Microfusion (IPPLM)
O. Grover
Czech Academy of Sciences
M. Griener
Max Planck Society
G. Grenfell
Max Planck Society
D. Greenhouse
University of York
G. Granucci
Consiglo Nazionale Delle Richerche
S. Gorno
Swiss Federal Institute of Technology in Lausanne (EPFL)
V. Gopakumar
United Kingdom Atomic Energy Authority
T. Goodman
Swiss Federal Institute of Technology in Lausanne (EPFL)
A. González Ganzábal
Laboratorio Nacional de Fusion
M. Gobbin
University of Padua
T. Gleiter
Max Planck Society
S. Gibson
United Kingdom Atomic Energy Authority
L. Giannone
Max Planck Society
G. Ghillardi
ENEA
F. Ghezzi
Consiglo Nazionale Delle Richerche
R. Gerru Miguelanez
Technical University of Denmark (DTU)
J. Gerardin
CEA Cadarache
J.-L. Gardarein
Physique des Interactions Ioniques et Moleculaires
M. Garcia Muñoz
University of Seville
S. Garavaglia
Consiglo Nazionale Delle Richerche
C. Galperti
Swiss Federal Institute of Technology in Lausanne (EPFL)
A. Gallo
CEA Cadarache
J. Galdon
University of Seville
K. Galazka
Institute of Plasma Physics & Laser Microfusion (IPPLM)
D. Galassi
Swiss Federal Institute of Technology in Lausanne (EPFL)
R. Futtersack
United Kingdom Atomic Energy Authority
S. Futatani
Centro Nacional de Supercomputacion
A. Frank
Swiss Federal Institute of Technology in Lausanne (EPFL)
J. Fontdecaba Climent
Laboratorio Nacional de Fusion
M. Flebbe
Jülich Research Centre
R. Fischer
Max Planck Society
M. Firdaouss
CEA Cadarache
D. Fiorucci
ENEA
O. Fevrier
Swiss Federal Institute of Technology in Lausanne (EPFL)
N. Ferron
University of Padua
D.R. Ferreira
Instituto Superior Tecnico
X. Feng
Durham University
F Felici
Swiss Federal Institute of Technology in Lausanne (EPFL)
M. Farnik
Czech Academy of Sciences
T. Farley
United Kingdom Atomic Energy Authority
N.Fakhrayi Mofrad
Aalto University
T. Estrada
Laboratorio Nacional de Fusion
B. Esposito
ENEA
A. Escarguel
Physique des Interactions Ioniques et Moleculaires
S.D. Elmore
United Kingdom Atomic Energy Authority
A. Ekedahl
CEA Cadarache
B. Duval
Swiss Federal Institute of Technology in Lausanne (EPFL)
G.Durr Legoupil Nicoud
Swiss Federal Institute of Technology in Lausanne (EPFL)
F Durodie
Royal Military Academy
A. Durif
CEA Cadarache
L. Dubus
CEA Cadarache
S. Doyle
University of Seville
P. Donnel
CEA Cadarache
J. J. Domínguez-Palacios Durán
University of Seville
M. Dimitrova
Czech Academy of Sciences
M. Dicorato
Physique des Interactions Ioniques et Moleculaires
L.E. di Grazia
Consorzio CREATE
S. Di Genova
Aix Marseille University
C. Desgranges
CEA Cadarache
G. Derks
Dutch Institute for Fundamental Energy Research (DIFFER)
M. De Angeli
Consiglo Nazionale Delle Richerche
O. D’Arcangelo
ENEA
X. Damizia
United Kingdom Atomic Energy Authority
M.Dalla Rosa
University of Milano-Bicocca
A. Da Ros
CEA Cadarache
T. Czarski
Institute of Plasma Physics & Laser Microfusion (IPPLM)
G. Cseh
Centre for Energy Research
D.J. Cruz Zabala
University of Seville
K. Crombe
Royal Military Academy
A. Croitoru
National Institute for Laser, Plasma and Radiation Physics
C. Cowley
University of York
[NO FIRST NAME IN SCOPUS] Courtois
CEA Cadarache
S. Costea
Jozef Stefan Institute
D. Costa
Instituto Superior Tecnico
C. Contré
Swiss Federal Institute of Technology in Lausanne (EPFL)
S. Conroy
Uppsala University
C. Colandrea
Swiss Federal Institute of Technology in Lausanne (EPFL)
R. Coelho
Instituto Superior Tecnico
S. Coda
Swiss Federal Institute of Technology in Lausanne (EPFL)
F. Clairet
CEA Cadarache
C. Cianfarani
ENEA
A.G. Chiariello
Consorzio CREATE
H. Chen
University of Seville
J. Cerovsky
Czech Academy of Sciences
A. Celora
University of Milano-Bicocca
J. Cazabonne
Swiss Federal Institute of Technology in Lausanne (EPFL)
J. Cavalier
Czech Academy of Sciences
A. Cathey
Max Planck Society
A. Casolari
Czech Academy of Sciences
F. Caruggi
University of Milano-Bicocca
D. Carralero
Laboratorio Nacional de Fusion
M. Carpita
Swiss Federal Institute of Technology in Lausanne (EPFL)
M. Carole
Physique des Interactions Ioniques et Moleculaires
F. Cani
Tuscia University
S. Cancelli
University of Milano-Bicocca
J. Caloud
Czech Academy of Sciences
J. Cai
Jülich Research Centre
R. Buchholz
Technische Universität Graz
V. Bruno
CEA Cadarache
[NO FIRST NAME IN SCOPUS] Brunetti
United Kingdom Atomic Energy Authority
R. Brunet
CEA Cadarache
F. Brochard
Institut Jean Lamour
[NO FIRST NAME IN SCOPUS] Bowman
United Kingdom Atomic Energy Authority
M. Bonotto
University of Padua
Roberto Bonifetto
Polytechnic University of Turin
L. Boncagni
ENEA
F. Bombarda
ENEA
T. Bolzonella
University of Padua
K. Bogar
Czech Academy of Sciences
P. Blanchard
Swiss Federal Institute of Technology in Lausanne (EPFL)
W. Bin
Consiglo Nazionale Delle Richerche
P. Bilkova
Czech Academy of Sciences
R.Bianchetti Morales
United Kingdom Atomic Energy Authority
T. Bensadon
Centro Nacional de Supercomputacion
T. Barberis
Polytechnic University of Turin
M.Baquero Ruiz
Swiss Federal Institute of Technology in Lausanne (EPFL)
A. Balestri
Swiss Federal Institute of Technology in Lausanne (EPFL)
L. Balbinot
University of Padua
P. Balázs
Centre for Energy Research
F. Bagnato
Swiss Federal Institute of Technology in Lausanne (EPFL)
J. Ayllon
University of Seville
M.H. Aumeunier
CEA Cadarache
L. Aucone
University of Milano-Bicocca
C. Arnas
Physique des Interactions Ioniques et Moleculaires
G. Apruzzese
ENEA
Y. Anquetin
Physique des Interactions Ioniques et Moleculaires
E. Andersson Sundén
Uppsala University
[NO FIRST NAME IN SCOPUS] Anastasiou
National Technical University of Athens (NTUA)
J. Allcock
United Kingdom Atomic Energy Authority
S.Y. Allan
United Kingdom Atomic Energy Authority
F.C.P. Albert Devasagayam
Aalto University
C. Albert
Technische Universität Graz
M. Agostini
University of Padua
J. Adamek
Czech Academy of Sciences
Scientific Reports
2045-2322 (ISSN) 20452322 (eISSN)
Vol. 16 1 16931Fusion och EUROfusion
Swedish Research Council (VR) (2023-00157), 2024-01-01 -- 2026-12-31.
Subject Categories (SSIF 2025)
Fusion, Plasma and Space Physics
Subatomic Physics
DOI
10.1038/s41598-026-38318-9
PubMed
41963372