TY  - JOUR
AU  - Murari, A.
AU  - Peluso, E.
AU  - Craciunescu, T.
AU  - Dormido-Canto, S.
AU  - Lungaroni, M.
AU  - Rossi, R.
AU  - Spolladore, L.
AU  - Vega, J.
AU  - Gelfusa, M.
AU  - Plasma, Frigyes
TI  - Frontiers in data analysis methods: from causality detection to data driven experimental design
JF  - PLASMA PHYSICS AND CONTROLLED FUSION
J2  - PLASMA PHYS CONTR F
VL  - 64
PY  - 2022
IS  - 2
PG  - 12
SN  - 0741-3335
DO  - 10.1088/1361-6587/ac3ded
UR  - https://m2.mtmt.hu/api/publication/32603870
ID  - 32603870
AB  - On the route to the commercial reactor, the experiments in magnetical confinement nuclear fusion have become increasingly complex and they tend to produce huge amounts of data. New analysis tools have therefore become indispensable, to fully exploit the information generated by the most relevant devices, which are nowadays very expensive to both build and operate. The paper presents a series of innovative tools to cover the main aspects of any scientific investigation. Causality detection techniques can help identify the right causes of phenomena and can become very useful in the optimisation of synchronisation experiments, such as the pacing of sawteeth instabilities with ion cyclotron radiofrequency heating modulation. Data driven theory is meant to go beyond traditional machine learning tools, to provide interpretable and physically meaningful models. The application to very severe problems for the tokamak configuration, such as disruptions, could help not only in understanding the physics but also in extrapolating the solutions to the next generation of devices. A specific methodology has also been developed to support the design of new experiments, proving that the same progress in the derivation of empirical models could be achieved with a significantly reduced number of discharges.
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Estrada, T.
AU  - Maragkoudakis, E.
AU  - Carralero, D.
AU  - Windisch, T.
AU  - Velasco, J.L.
AU  - Killer, C.
AU  - Andreeva, T.
AU  - Geiger, J.
AU  - Dinklage, A.
AU  - Krämer-Flecken, A.
AU  - Wurden, G.A.
AU  - Beurskens, M.
AU  - Bozhenkov, S.
AU  - Damm, H.
AU  - Fuchert, G.
AU  - Pasch, E.
AU  - Plasma, Frigyes
TI  - Impact of magnetic islands on plasma flow and turbulence in W7-X
JF  - NUCLEAR FUSION
J2  - NUCL FUSION
VL  - 61
PY  - 2021
IS  - 9
PG  - 10
SN  - 0029-5515
DO  - 10.1088/1741-4326/ac146f
UR  - https://m2.mtmt.hu/api/publication/32467474
ID  - 32467474
N1  - Export Date: 26 February 2024            
            CODEN: NUFUA
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Laqua, HP
AU  - Plasma, Frigyes
TI  - Steady State ECRH Operation at the W7-X Stellarator
JF  - PLASMA AND FUSION RESEARCH
J2  - PLASMA FUSION RES
VL  - 16
PY  - 2021
PG  - 6
SN  - 1880-6821
DO  - 10.1585/pfr.16.2402058
UR  - https://m2.mtmt.hu/api/publication/32467349
ID  - 32467349
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Fransson, E
AU  - Eriksson, F
AU  - Oberparleiter, M
AU  - Held, M
AU  - Mordijck, S
AU  - Nordman, H
AU  - Salmi, A
AU  - Strand, P
AU  - Tala, T
AU  - Plasma, Frigyes
TI  - Comparing particle transport in JET and DIII-D plasmas: gyrokinetic and gyrofluid modelling
JF  - NUCLEAR FUSION
J2  - NUCL FUSION
VL  - 61
PY  - 2021
IS  - 1
PG  - 12
SN  - 0029-5515
DO  - 10.1088/1741-4326/abbf63
UR  - https://m2.mtmt.hu/api/publication/32285770
ID  - 32285770
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Jakubowski, M
AU  - Endler, M
AU  - Feng, Y
AU  - Gao, Y
AU  - Killer, C
AU  - Konig, R
AU  - Krychowiak, M
AU  - Perseo, V
AU  - Reimold, F
AU  - Schmitz, O
AU  - Pedersen, TS
AU  - Brezinsek, S
AU  - Dinklage, A
AU  - Drewelow, P
AU  - Niemann, H
AU  - Otte, M
AU  - Gruca, M
AU  - Hammond, K
AU  - Kremeyer, T
AU  - Kubkowska, M
AU  - Jablonski, S
AU  - Pandey, A
AU  - Wurden, G
AU  - Zhang, D
AU  - Bozhenkov, S
AU  - Bockenhoff, D
AU  - Dhard, CP
AU  - Baldzuhn, J
AU  - Gradic, D
AU  - Effenberg, F
AU  - Kornejew, P
AU  - Lazerson, S
AU  - Lore, J
AU  - Naujoks, D
AU  - Sitjes, AP
AU  - Schlisio, G
AU  - Sleczka, M
AU  - Wenzel, U
AU  - Winters, V
AU  - Plasma, Frigyes
AU  - Anda, Gábor
AU  - Cseh, Gábor
AU  - Ilkei, Tamás
AU  - Kocsis, Lajos Gábor
AU  - Náfrádi, Gábor
AU  - Récsei, S.
AU  - Szabó, V.
AU  - Szabolics, Tamás
AU  - Szepesi, Tamás Zoltán
AU  - Szőkefalvi-Nagy, Zoltán
AU  - Tulipán, S.
AU  - Vano, L.
AU  - Zoletnik, Sándor
TI  - Overview of the results from divertor experiments with attached and detached plasmas at Wendelstein 7-X and their implications for steady-state operation
JF  - NUCLEAR FUSION
J2  - NUCL FUSION
VL  - 61
PY  - 2021
IS  - 10
PG  - 20
SN  - 0029-5515
DO  - 10.1088/1741-4326/ac1b68
UR  - https://m2.mtmt.hu/api/publication/32282428
ID  - 32282428
N1  - Export Date: 26 February 2024            
            CODEN: NUFUA
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Di, Genova S
AU  - Gallo, A
AU  - Fedorczak, N
AU  - Yang, H
AU  - Ciraolo, G
AU  - Romazanov, J
AU  - Marandet, Y
AU  - Bufferand, H
AU  - Guillemaut, C
AU  - Gunn, JP
AU  - Gil, C
AU  - Serre, E
AU  - Brezinsek, S
AU  - Plasma, Frigyes
TI  - Modelling of tungsten contamination and screening in WEST plasma discharges
JF  - NUCLEAR FUSION
J2  - NUCL FUSION
VL  - 61
PY  - 2021
IS  - 10
PG  - 14
SN  - 0029-5515
DO  - 10.1088/1741-4326/ac2026
UR  - https://m2.mtmt.hu/api/publication/32282397
ID  - 32282397
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Vuoriheimo, T
AU  - Hakola, A
AU  - Likonen, J
AU  - Brezinsek, S
AU  - Dittmar, T
AU  - Mayer, M
AU  - Dhard, CP
AU  - Naujoks, D
AU  - Tuomisto, F
AU  - Plasma, Frigyes
TI  - Deposition of 13C tracer and impurity elements on the divertor of Wendelstein 7-X
JF  - PHYSICA SCRIPTA
J2  - PHYS SCR
VL  - 96
PY  - 2021
IS  - 12
PG  - 5
SN  - 0031-8949
DO  - 10.1088/1402-4896/ac2381
UR  - https://m2.mtmt.hu/api/publication/32282097
ID  - 32282097
N1  - Export Date: 26 January 2024            
            CODEN: PHSTB
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Reux, C
AU  - Paz-Soldan, C
AU  - Aleynikov, P
AU  - Bandaru, V
AU  - Ficker, O
AU  - Silburn, S
AU  - Hoelzl, M
AU  - Jachmich, S
AU  - Eidietis, N
AU  - Lehnen, M
AU  - Sridhar, S
AU  - Plasma, Frigyes
TI  - Demonstration of Safe Termination of Megaampere Relativistic Electron Beams in Tokamaks
JF  - PHYSICAL REVIEW LETTERS
J2  - PHYS REV LETT
VL  - 126
PY  - 2021
IS  - 17
PG  - 7
SN  - 0031-9007
DO  - 10.1103/PhysRevLett.126.175001
UR  - https://m2.mtmt.hu/api/publication/32183706
ID  - 32183706
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Sipila, S
AU  - Varje, J
AU  - Johnson, T
AU  - Bilato, R
AU  - Galdon-Quiroga, J
AU  - Snicker, A
AU  - Kurki-Suonio, T
AU  - Sanchis, L
AU  - Gonzalez-Martin, J
AU  - Silvagni, D
AU  - Plasma, Frigyes
ED  - EUROFusion, MST1 Team / Collaborative Organization
TI  - ASCOT orbit-following simulations of ion cyclotron heating with synthetic fast ion loss diagnostic: a first application to ASDEX Upgrade
JF  - NUCLEAR FUSION
J2  - NUCL FUSION
VL  - 61
PY  - 2021
IS  - 8
PG  - 15
SN  - 0029-5515
DO  - 10.1088/1741-4326/ac0e71
UR  - https://m2.mtmt.hu/api/publication/32183553
ID  - 32183553
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Eich, T
AU  - Manz, P
AU  - Plasma, Frigyes
TI  - The separatrix operational space of ASDEX Upgrade due to interchange-drift-Alfven turbulence
JF  - NUCLEAR FUSION
J2  - NUCL FUSION
VL  - 61
PY  - 2021
IS  - 8
PG  - 19
SN  - 0029-5515
DO  - 10.1088/1741-4326/ac0412
UR  - https://m2.mtmt.hu/api/publication/32183549
ID  - 32183549
LA  - English
DB  - MTMT
ER  -