共 23 条
[11]
Magnetic control of tokamak plasmas through deep reinforcement learning
[J].
Degrave, Jonas
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Felici, Federico
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Buchli, Jonas
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Neunert, Michael
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Tracey, Brendan
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Carpanese, Francesco
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Ewalds, Timo
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Hafner, Roland
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Abdolmaleki, Abbas
;
de las Casas, Diego
;
Donner, Craig
;
Fritz, Leslie
;
Galperti, Cristian
;
Huber, Andrea
;
Keeling, James
;
Tsimpoukelli, Maria
;
Kay, Jackie
;
Merle, Antoine
;
Moret, Jean-Marc
;
Noury, Seb
;
Pesamosca, Federico
;
Pfau, David
;
Sauter, Olivier
;
Sommariva, Cristian
;
Coda, Stefano
;
Duval, Basil
;
Fasoli, Ambrogio
;
Kohli, Pushmeet
;
Kavukcuoglu, Koray
;
Hassabis, Demis
;
Riedmiller, Martin
.
NATURE,
2022, 602 (7897)
:414-+

Degrave, Jonas
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Felici, Federico
论文数: 0 引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Swiss Plasma Ctr, Lausanne, Switzerland DeepMind, London, England

Buchli, Jonas
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Neunert, Michael
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Tracey, Brendan
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Carpanese, Francesco
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England
Ecole Polytech Fed Lausanne, Swiss Plasma Ctr, Lausanne, Switzerland DeepMind, London, England

Ewalds, Timo
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Hafner, Roland
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Abdolmaleki, Abbas
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

de las Casas, Diego
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Donner, Craig
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Fritz, Leslie
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Galperti, Cristian
论文数: 0 引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Swiss Plasma Ctr, Lausanne, Switzerland DeepMind, London, England

Huber, Andrea
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Keeling, James
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Tsimpoukelli, Maria
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Kay, Jackie
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Merle, Antoine
论文数: 0 引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Swiss Plasma Ctr, Lausanne, Switzerland DeepMind, London, England

Moret, Jean-Marc
论文数: 0 引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Swiss Plasma Ctr, Lausanne, Switzerland DeepMind, London, England

Noury, Seb
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Pesamosca, Federico
论文数: 0 引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Swiss Plasma Ctr, Lausanne, Switzerland DeepMind, London, England

Pfau, David
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Sauter, Olivier
论文数: 0 引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Swiss Plasma Ctr, Lausanne, Switzerland DeepMind, London, England

Sommariva, Cristian
论文数: 0 引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Swiss Plasma Ctr, Lausanne, Switzerland DeepMind, London, England

Coda, Stefano
论文数: 0 引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Swiss Plasma Ctr, Lausanne, Switzerland DeepMind, London, England

Duval, Basil
论文数: 0 引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Swiss Plasma Ctr, Lausanne, Switzerland DeepMind, London, England

Fasoli, Ambrogio
论文数: 0 引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Swiss Plasma Ctr, Lausanne, Switzerland DeepMind, London, England

Kohli, Pushmeet
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Kavukcuoglu, Koray
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Hassabis, Demis
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England

Riedmiller, Martin
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England DeepMind, London, England
[12]
CREATION AND CONTROL OF VARIABLY SHAPED PLASMAS IN TCV
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HOFMANN, F
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BUHLMANN, F
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CHAVAN, R
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CORBOZ, M
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DUTCH, MJ
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DUVAL, BP
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FASEL, D
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FAVRE, A
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FRANKE, S
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HEYM, A
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HIRT, A
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HOLLENSTEIN, C
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ISOZ, P
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JOYE, B
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LLOBET, X
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MAGNIN, JC
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MARLETAZ, B
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MARMILLOD, P
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MARTIN, Y
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MAYOR, JM
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MORET, JM
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NIESWAND, C
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PARIS, PJ
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HOFMANN, F
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

LISTER, JB
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

ANTON, M
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

BARRY, S
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

BEHN, R
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

BERNEL, S
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

BESSON, G
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

BUHLMANN, F
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

CHAVAN, R
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

CORBOZ, M
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

DUTCH, MJ
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

DUVAL, BP
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

FASEL, D
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

FAVRE, A
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

FRANKE, S
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

HEYM, A
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

HIRT, A
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

HOLLENSTEIN, C
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

ISOZ, P
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

JOYE, B
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

LLOBET, X
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

MAGNIN, JC
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

MARLETAZ, B
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

MARMILLOD, P
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

MARTIN, Y
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

MAYOR, JM
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

MORET, JM
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

NIESWAND, C
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

PARIS, PJ
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

PEREZ, A
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

PIETRZYK, ZA
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

PITTS, RA
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

POCHELON, A
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

RAGE, R
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

SAUTER, O
论文数: 0 引用数: 0
h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

TONETTI, G
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h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

TRAN, MQ
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h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

TROYON, F
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h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

WARD, DJ
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h-index: 0
机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne

WEISEN, H
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机构: Centre de Recherches en Phys. des Plasmas, Ecole Polytech. Federale de Lausanne
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Lister, JB
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Dutch, MJ
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机构: Ctr. Rech. Phys. Plasmas Assoc. E., Ecl. Polytech. Federale de Lausanne

Fasel, D
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机构: Ctr. Rech. Phys. Plasmas Assoc. E., Ecl. Polytech. Federale de Lausanne

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Isoz, PF
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机构: Ctr. Rech. Phys. Plasmas Assoc. E., Ecl. Polytech. Federale de Lausanne

Marletaz, B
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机构: Ctr. Rech. Phys. Plasmas Assoc. E., Ecl. Polytech. Federale de Lausanne

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机构: Ctr. Rech. Phys. Plasmas Assoc. E., Ecl. Polytech. Federale de Lausanne

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Ctr Rech Phys Plasmas, Ecole Polytech Fed Lausanne, CH-1015 Lausanne, Switzerland Ctr Rech Phys Plasmas, Ecole Polytech Fed Lausanne, CH-1015 Lausanne, Switzerland

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Ctr Rech Phys Plasmas, Ecole Polytech Fed Lausanne, CH-1015 Lausanne, Switzerland Ctr Rech Phys Plasmas, Ecole Polytech Fed Lausanne, CH-1015 Lausanne, Switzerland

Le, H. B.
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Ctr Rech Phys Plasmas, Ecole Polytech Fed Lausanne, CH-1015 Lausanne, Switzerland Ctr Rech Phys Plasmas, Ecole Polytech Fed Lausanne, CH-1015 Lausanne, Switzerland

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h-index: 0
机构:
Max Planck Inst Plasma Phys, Garching, Germany Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Colandrea, C.
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Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

De Oliveira, H.
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Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Galassi, D.
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Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Gorno, S.
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Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Henderson, S.
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UKAEA, Culham Sci Ctr, Abingdon, Oxon, England Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Komm, M.
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Czech Acad Sci, Inst Plasma Phys, Prague, Czech Republic Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Linehan, B.
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h-index: 0
机构:
MIT, Plasma Sci & Fus Ctr, 77 Massachusetts Ave, Cambridge, MA 02139 USA Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Martinelli, L.
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Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Maurizio, R.
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Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Moret, J. -M.
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Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Perek, A.
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机构:
Dutch Inst Fundamental Energy Res, DIFFER, Eindhoven, Netherlands Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Raj, H.
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Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Sheikh, U.
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Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Testa, D.
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Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Toussaint, M.
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Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Tsui, C. K.
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h-index: 0
机构:
Univ Calif San Diego UCSD, Ctr Energy Res, La Jolla, CA USA Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland

Wensing, M.
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Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland Ecole Polytech Fed Lausanne EPFL, Swiss Plasma Ctr SPC, Lausanne, Switzerland