Publications of A. Pavone
All genres
Talk (26)
61.
Talk
Deep learning for fast Bayesian inference of plasma diagnostic models. 4th IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis, Virtual (submitted)
62.
Talk
Machine learning surrogates of Bayesian models of nuclear fusion experiments. 47th EPS Conference on Plasma Physics, Virtual (submitted)
63.
Talk
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)
64.
Talk
Deep Neural Networks for Gaussian Process Tomography at the ASDEX Upgrade Tokamak. 3rd International Conference on Data-Driven Plasma Science (ICDDPS-3), Virtual (submitted)
65.
Talk
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)
66.
Talk
H-mode Role of the radial electric field in Wendelstein 7-X. 46th EPS Conference on Plasma Physics, Milan (submitted)
67.
Talk
Collective Thomson Scattering on Wendelstein 7-X. 45th EPS Conference on Plasma Physics, Prague (submitted)
68.
Talk
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)
69.
Talk
Bayesian modelling and inference of multiple diagnostic systems at Wendelstein 7-X in the Minerva framework. KSTAR Conference 2018, Jeonbuk (submitted)
70.
Talk
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)
71.
Talk
Machine learning approximations of Bayesian models. DPG-Frühjahrstagung 2019 der Sektion Materie und Kosmos (SMuK), München (submitted)
72.
Talk
Bayesian inference of the electron cyclotron emission diagnostic at Wendelstein 7-X. 82. Jahrestagung der DPG und DPG-Frühjahrstagung der Sektion AMOP, Erlangen (submitted)
73.
Talk
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)
74.
Talk
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)
75.
Talk
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)
76.
Talk
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)
Poster (29)
77.
Poster
Machine-learning correction of misalignment effects in density profiles from Thomson scattering. 5th European Conference on Plasma Diagnostics (ECPD 2023), Rethymno (submitted)
78.
Poster
Impurity concentration and Zeff estimation from the pulse height analysis spectra collected at W7-X. International Conference on Research and Applications of Plasmas – PLASMA 2023, Warsaw (submitted)
79.
Poster
Automated W7-X sawtooth crash analysis and characterization. 29th IAEA Fusion Energy Conference (FEC 2023), London (submitted)
80.
Poster
Sensitivity analysis of magnetic mapping for the latest Wendelstein 7-X stellarator experimental campaign. 32nd Symposium on Fusion Technology (SOFT 2022), Dubrovnik, Virtual (submitted)