Scientific Publications

Publications of A. Pavone

Journal Article (50)

1.
Journal Article
Bannmann, S.; Ford, O.; Hoefel, U.; Poloskei, P. Z.; Pavone, A.; Kwak, S.; Svensson, J.; Lazerson, S.; McNeely, P.; Rust, N. et al.: Bayesian inference of electron density and ion temperature profiles from neutral beam and halo Balmer-α emission at Wendelstein 7-X. Plasma Physics and Controlled Fusion 66, 065001 (2024)
2.
Journal Article
Bannmann, S.; Ford, O.; Poloskei, P. Z.; Svensson, J.; Pavone, A.; Kwak, S.; Hoefel, U.; Pasch, E.; Fuchert, G.; Smith, H. M. et al.: Particle transport in reduced turbulence neutral beam heated discharges at Wendelstein 7-X. Nuclear Fusion 64, 0106015 (2024)
3.
Journal Article
Maggi, C. F.; Abate, D.; Abid, N.; Abreu, P.; Adabonyan, O.; Afzal, M.; Ahmad, I.; Akhtar, M.; Albanese, R.; Aleiferis, S. et al.: Overview of T and D–T results in JET with ITER-like wall. Nuclear Fusion 64, 112012 (2024)
4.
Journal Article
Murari, A.; Rossi, R.; Craciunescu, T.; Vega, J.; JET Contributors; Mailloux, J.; Abid, N.; Abraham, K.; Abreu, P.; Adabonyan, O. et al.: A control oriented strategy of disruption prediction to avoid the configuration collapse of tokamak reactors. Nature Communications 15, 2424 (2024)
5.
Journal Article
Zanini, M.; Aymerich, E.; Böckenhoff, D.; Merlo, A.; Aleynikova, K.; Brandt, C.; Braune, H.; Brunner, K. J.; Hirsch, M.; Höfel, U. et al.: Automated W7-X sawtooth crashes detection and characterization. Nuclear Fusion 64, 076027 (2024)
6.
Journal Article
Bannmann, S.; Ford, O.; Hoefel, U.; Poloskei, P.; Pavone, A.; Kwak, S.; Svensson, J.; Lazerson, S.; McNeely, P.; Rust, N. et al.: Fast forward modeling of neutral beam injection and halo formation including full Balmer-α emission prediction at W7-X. Journal of Instrumentation 18, P10029 (2023)
7.
Journal Article
Merlo, A.; Pavone, A.; Böckenhoff, D.; Pasch, E.; Fuchert, G.; Brunner, K. J.; Rahbarnia, K.; Schilling, J.; Höfel, U.; Kwak, S. et al.: Accelerated Bayesian inference of plasma profiles with self-consistent MHD equilibria at W7-X via neural networks. Journal of Instrumentation 18, P11012 (2023)
8.
Journal Article
Pavone, A.; Merlo, A.; Kwak, S.; Svensson, J.: Machine learning and Bayesian inference in nuclear fusion research: an overview. Plasma Physics and Controlled Fusion 65, 053001 (2023)
9.
Journal Article
Zhang, D.; Buttenschön, B.; Jablonski, S.; Kubkowska, M.; Ford, O.; Alcuson, J. A.; Beidler, C. D.; Burhenn, R.; Beurskens, M. N. A.; Langenberg, A. et al.: Observation of impurity accumulation and its compatibility with high plasma performance in W7-X. Plasma Physics and Controlled Fusion 65, 105006 (2023)
10.
Journal Article
Hirsch, M. W.; Bannmann, S.; Beurskens, M. N. A.; Biedermann, C.; Bozhenkov, S.; Brunner, K.-J.; Chaudhary, N.; Damm, H.; Ford, O.; Guerrero-Arnaiz, J. et al.: Core Diagnostics for WENDELSTEIN 7-X Steady-State Exploration Until 18 GJ. Plasma and Fusion Research 17, 2406097 (2022)
11.
Journal Article
Mazzi, S.; Garcia, J.; Zarzoso, D.; Kazakov, Y. O.; Ongena, J.; Dreval, M.; Nocente, M.; Stancar, Z.; Szepesi, G.; Eriksson, J. et al.: Enhanced performance in fusion plasmas through turbulence suppression by megaelectronvolt ions. Nature Physics 18, pp. 776 - 782 (2022)
12.
Journal Article
Pedersen, T. S.; Abramovic, I.; Agostinetti, P.; Agredano Torres, M.; Äkäslompolo, S.; Alcuson Belloso, J.; Aleynikov, P.; Aleynikova, K.; Alhashimi, M.; Ali, A. et al.: Experimental confirmation of efficient island divertor operation and successful neoclassical transport optimization in Wendelstein 7-X. Nuclear Fusion 62, 042022 (2022)
13.
Journal Article
Vega, J.; Murari, A.; Dormido-Canto, S.; Ratta, G. A.; Gelfusa, M.; JET Contributors; Mailloux, J.; Abid, N.; Abraham, K.; Abreu, P. et al.: Disruption prediction with artificial intelligence techniques in tokamak plasmas. Nature Physics 18, pp. 741 - 750 (2022)
14.
Journal Article
Beidler, C. D.; Smith, H. M.; Alonso, A.; Andreeva, T.; Baldzuhn, J.; Beurskens, M. N. A.; Borchardt, M.; Bozhenkov, S. A.; Brunner, K. J.; Damm, H. et al.: Demonstration of reduced neoclassical energy transport in Wendelstein 7-X. Nature 596, pp. 221 - 226 (2021)
15.
Journal Article
Beurskens, M. N. A.; Bozhenkov, S. A.; Ford, O.; Xanthopoulos, P.; Zocco, A.; Turkin, Y.; Alonso, A.; Beidler, C.; Calvo, I.; Carralero, D. et al.: Ion temperature clamping in Wendelstein 7-X electron cyclotron heated plasmas. Nuclear Fusion 61, 116072 (2021)
16.
Journal Article
Dinklage, A.; Fuchert, G.; Wolf, R. C.; Alonso, A.; Andreeva, T.; Beidler, C. D.; Baar, M. d.; Gao, Y.; Geiger, J.; Jakubowski, M. et al.: Validation of theory-based models for the control of plasma currents in W7-X divertor plasmas. Nuclear Fusion 61, 126022 (2021)
17.
Journal Article
Kwak, S.; Hergenhahn, U.; Höfel, U.; Krychowiak, M.; Pavone, A.; Svensson, J.; Ford, O.; König, R.; Bozhenkov, S.; Fuchert, G. et al.: Bayesian inference of spatially resolved Zeff profiles from line integrated bremsstrahlung spectra. Review of Scientific Instruments 92, 043505 (2021)
19.
Journal Article
Lunsford, R.; Killer, C.; Nagy, A.; Gates, D. A.; Klinger, T.; Dinklage, A.; Satheeswaran, G.; Kocsis, G.; Lazerson, S. A.; Nespoli, F. et al.: Characterization of injection and confinement improvement through impurity induced profile modifications on the Wendelstein 7-X stellarator. Physics of Plasmas 28, 082506 (2021)
20.
Journal Article
Merlo, A.; Böckenhoff, D.; Schilling, J.; Höfel, U.; Kwak, S.; Svensson, J.; Pavone, A.; Lazerson, S. A.; Pedersen, T. S.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Proof of concept of a fast surrogate model of the VMEC code via neural networks in Wendelstein 7-X scenarios. Nuclear Fusion 61, 096039 (2021)
Esc