Publications of A. Pavone

Pavone, A.; Svensson, J.; Langenberg, A.; Krychowiak, M.; Kwak, S.; Wolf, R. C.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Deep learning for fast Bayesian inference of plasma diagnostic models. 4th IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis, Virtual (submitted)

Pavone, A.; Svensson, J.; Wolf, R. C.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Machine learning surrogates of Bayesian models of nuclear fusion experiments. 47th EPS Conference on Plasma Physics, Virtual (submitted)

Kremeyer, T.; Buttenschön, B.; Brezinsek, S.; Brunner, K. J.; Drewelow, P.; Flom, E.; Geiger, J.; Killer, C.; Knauer, J.; König, R. et al.; Krychowiak, M.; Pavone, A.; Reimold, F.; Rudischhauser, L.; Schmitz, O.; Schlisio, G.; Viebke, H.; Winters, V.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Particle fueling and exhaust in the Wendelstein 7-X island divertor. 24th International Conference on Plasma Surface Interactions in Controlled Fusion Devices (PSI 24) (virtual), Jeju (submitted)

Matos, F.; Svensson, J.; Pavone, A.; Odstrcil, T.; Jenko, F.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Deep Neural Networks for Gaussian Process Tomography at the ASDEX Upgrade Tokamak. 3rd International Conference on Data-Driven Plasma Science (ICDDPS-3), Virtual (submitted)

Pablant, N.; Alonso, A.; Baldzuhn, J.; Beidler, C. D.; Bötteger, L.G.; Bozhenkov, S.; Burhenn, R.; Brunner, K. J.; Carralero, D.; Dinklage, A. et al.; Edlund, E.; Fuchert, G.; Ford, O.; Gates, D. A.; Geiger, J.; Grulke, O.; Hirsch, M.; Höfel, U.; Huang, Z.; Kazakov, Y. O.; Knauer, J.; Krychowiak, M.; Kring, J.; Laqua, H.; Landreman, M.; Langenberg, A.; Lazerson, S.; Maaßberg, H.; Marchuck, O.; Mollen, A.; Pasch, E.; Pavone, A.; Porkolab, M.; Satake, S.; Schröder, T.; Smith, H.; Svensson, J.; Traverso, P.; Turkin, Y.; Velasco, J. L.; Stechow, A. v.; Warmer, F.; Windisch, T.; Weir, G.; Wolf, R. C.; Zhang, D.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Validation of neoclassical ambipolar radial electric fields in ion-root plasmas on Wendelstein 7-X. 22nd International Stellarator and Heliotron Workshop 2019 (ISHW 2019), Madison, WI (submitted)

Pablant, N.; Langenberg, A.; Alonso, A.; Baldzuhn, J.; Beidler, C. D.; Böttger, L. G.; Bozhenkov, S.; Burhenn, R.; Brunner, K. J.; Dinklage, A. et al.; Edlund, E.; Fuchert, G.; Ford, O.; Gates, D.A.; Geiger, J.; Grulke, O.; Hirsch, M.; Höfel, U.; Huang, Z.; Kazakov, Y.; Knauer, J.-P.; Krychowiak, M.; Kring, J.; Laqua, H.; Landreman, M.; Lazerson, S.; Maaßberg, H.; Marchuck, O.; Mollen, A.; Pasch, E.; Pavone, A.; Porkolab, M.; Satake, S.; Schroeder, T.; Smith, H. M.; Svensson, J.; Traverso, P.; Turkin, Y.; Velasco, J. L.; Stechow, A. v.; Warmer, F.; Weir, G.; Wolf, R. C.; Zhang, D.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: H-mode Role of the radial electric field in Wendelstein 7-X. 46th EPS Conference on Plasma Physics, Milan (submitted)

Abramovic, I.; Moseev, D.; Salewski, M.; Stejner, M.; Pavone, A.; Stange, T.; Leipold, F.; Nielsen, S.; Svensson, J.; Lopes Cardozo, N. J. et al.; Laqua, H. P.; Wolf, R. C.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Collective Thomson Scattering on Wendelstein 7-X. 45th EPS Conference on Plasma Physics, Prague (submitted)

Höfel, U.; Hirsch, M.; Kwak, S.; Marushchenko, N. B.; Oosterbeek, J. W.; Pavone, A.; Stange, T.; Svensson, J.; Turkin, Y.; Weir, G. M. et al.; Wolf, R. C.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Bayesian modelling of ECE calibration and measurements at Wendelstein 7-X. 20th Joint Workshop on Electron Cyclotron Emission (ECE) and Electron Cyclotron Resonance Heating (ECRH) (EC-20), Greifswald (submitted)

Kwak, S.; Svensson, J.; Bozhenkov, S.; Trimino Mora, H.; Höfel, U.; Pavone, A.; Fuchert, G.; Kornejew, P.; Krychowiak, M.; Langenberg, A. et al.; Ghim, Y.-c.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Bayesian modelling and inference of multiple diagnostic systems at Wendelstein 7-X in the Minerva framework. KSTAR Conference 2018, Jeonbuk (submitted)

Langenberg, A.; Pablant, N.; Wegener, L.; Traverso, P.; Marchuk, O.; Geiger, B.; Buttenschön, B.; Pavone, A.; Svensson, J.; Alonso, A. et al.; Zhang, D.; Burhenn, R.; Mollen, A.; Wolf, R. C.: Prospects of X-ray Imaging Spectrometers for Impurity Transport: Recent Results from the Stellarator Wendelstein 7-X. 22nd Topical Conference on High Temperature Plasma Diagnostics (HTPD 2018), San Diego, CA (submitted)

Pavone, A.; Svensson, J.; Langenberg, A.; Kwak, S.; Hoefel, U.; Pablant, N.; Brix, M.; Wolf, R. C.; for the Wendelstein 7-X Team Collaboration: Machine learning approximations of Bayesian models. DPG-Frühjahrstagung 2019 der Sektion Materie und Kosmos (SMuK), München (submitted)

Hoefel, U.; Chaudhary, N.; Ford, O.; Hirsch, M.; Kwak, S.; Marushchenko, N. B.; Oosterbeek, H.; Pavone, A.; Schilling, J.; Stange, T. et al.; Svensson, J.; Turkin, Y.; Weir, G.; Wolf, R. C.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Bayesian inference of the electron cyclotron emission diagnostic at Wendelstein 7-X. 82. Jahrestagung der DPG und DPG-Frühjahrstagung der Sektion AMOP, Erlangen (submitted)

Kwak, S.; Svensson, J.; Bozhenkov, S.; Trimino Mora, H.; Höfel, U.; Pavone, A.; Krychowiak, M.; Langenberg, A.; Ghim, Y.-c.; Team, W.-X.: Bayesian modelling of multiple diagnostics at Wendelstein 7-X using the Minerva framework. 59th Annual Meeting of the APS Division of Plasma Physics, Milwaukee, WI (submitted)

Kwak, S.; Svensson, J.; Bozhenkov, S.; Trimino Mora, H.; Höfel, U.; Pavone, A.; Krychowiak, M.; Langenberg, A.; Ghim, Y.-c.: Bayesian modelling of multiple diagnostics at Wendelstein 7-X using the Minerva framework. 82. Jahrestagung der DPG und DPG-Frühjahrstagung der Sektion AMOP, Erlangen (submitted)

Moseev, D.; Abramovic, I.; Berg, J. v. d.; Braune, H.; Jensen, T.; Kasparek, W.; Laqua, H. P.; Lechte, C.; Leipold, F.; Marsen, S. et al.; Nielsen, S. K.; Pavone, A.; Salewski, M.; Stange, T.; Stejner, M.; Rasmussen, J.; Weißgerber, M.; Wolf, R. C.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Design and commissioning of the collective Thomson scattering diagnostic at Wendelstein 7-X. 18th International Symposium on Laser-Aided Plasma Diagnostics (LAPD 2017), Prague (submitted)

Pavone, A.; Svensson, J.; Langenberg, A.; Pablant, N.; Wolf, R. C.: Minerva neural network based surrogate model for real time inference of ion temperature profiles at Wendelstein 7-X. 59th Annual Meeting of the APS Division of Plasma Physics, Milwaukee, WI (submitted)

Fuchert, G.; Frank, J. M.; Chen, S.; Pavone, A.; Beurskens, M. N. A.; Bozhenkov, S. A.; Brunner, K. J.; Hirsch, M.; Pasch, E.; Wolf, R. C. et al.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Machine-learning correction of misalignment effects in density profiles from Thomson scattering. 5th European Conference on Plasma Diagnostics (ECPD 2023), Rethymno (submitted)

Kubkowska, M.; Jablonski, S.; Gruca, M.; Fornal, T.; Neuner, U.; Krychowiak, M.; Pavone, A.; Fuchert, G.; Kwak, S.; Svensson, J. et al.; Höfel, U.; König, R.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Impurity concentration and Z_eff estimation from the pulse height analysis spectra collected at W7-X. International Conference on Research and Applications of Plasmas – PLASMA 2023, Warsaw (submitted)

Zanini, M.; Aleynikova, K.; Brandt, C.; Braune, H.; Brunner, K. J.; Hirsch, M.; Höfel, U.; Knauer, J.; Laqua, H. P.; Marsen, S. et al.; Merlo, A.; Pavone, A.; Rahbarnia, K.; Schilling, J.; Smith, T.; Stange, T.; Thomsen, H.; Wolf, R. C.; Zocco, A.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Automated W7-X sawtooth crash analysis and characterization. 29th IAEA Fusion Energy Conference (FEC 2023), London (submitted)

Andreeva, T.; Bozhenkov, S.; Dinklage, A.; Fuchert, G.; Geiger, J.; Grahl, M.; Klinger, T.; Pablant, N.; Pavone, A.; Rahbarnia, K. et al.; Schilling, J.; Schmitt, J.; Thomsen, H.; Wegner, T.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Sensitivity analysis of magnetic mapping for the latest Wendelstein 7-X stellarator experimental campaign. 32nd Symposium on Fusion Technology (SOFT 2022), Dubrovnik, Virtual (submitted)