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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)

Kwak, S.; Höfel, U.; Pavone, A.; Svensson, J.; Ford, O.; Hergenhahn, U.; König, R.; Krychowiak, M.; Bozhenkov, S.; Fuchert, G. et al.; Pasch, E.; Brunner, K. J.; Knauer, J.; Kornejew, P.; Trimino Mora, H.; Pedersen, T. S.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Bayesian inference of Z_eff profiles from near-infrared multichannel bremsstrahlung spectrometer by using Gaussian processes at Wendelstein 7-X. 23rd Topical Conference on High Temperature Plasma Diagnostics (HTPD 2020), Virtual (submitted)

Pavone, A.; Svensson, J.; Kwak, S.; Langenberg, A.; Pablant, N.; Brix, M.; Wolf, R. C.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society; JET Contributors: Neural network surrogates of Bayesian diagnostic models for fast inference of plasma parameters. 23rd Topical Conference on High Temperature Plasma Diagnostics (HTPD 2020), Virtual (submitted)

Abramovic, I.; Moseev, D.; Stange, T.; Marsen, S.; Kasparek, W.; Nielsen, S. K.; Tancetti, A.; Salewski, M.; Pavone, A.; Svensson, J. et al.; Laqua, H. P.; Lopes Cardozo, N. J.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Optimization of the collective Thomson scattering system on Wendelstein 7-X. 3rd European Conference on Plasma Diagnostics (ECPD 2019), Lisbon (submitted)

Jablonski, S.; Gruca, M.; Kubkowska, M.; Chomiczewska, A.; Fornal, T.; Krawczyk, N.; Ryc, L.; Krychowiak, M.; Pavone, A.; Fuchert, G. et al.; Bozhenkov, S.; Thomsen, H.; Neuner, U.; Hergenhahn, U.; Burhenn, R.; Zhang, D.; Kwak, S.; Höfel, U.; Svensson, J.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Determination of the averaged Z_eff for the W7-X plasma based on the PHA spectra. 24th International Conference on Plasma Surface Interactions in Controlled Fusion Devices (PSI 24) (virtual), Jeju (submitted)

Pavone, A.; Hergenhahn, U.; Krychowiak, M.; Winters, V.; Kornejew, P.; Koenig, R.; Svensson, J.; Kwak, S.; Hoefel, U.; Hirsch, M. et al.; Brunner, K.-J.; Fuchert, G.; Pasch, E.; Scott, E.; Knauer, J.; Beurskens, M.; Wolf, R.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Measurement and automatic Bayesian inference of the effective plasma charge Z_eff from visible Bremsstrahlung in W7-X. 3rd European Conference on Plasma Diagnostics (ECPD 2019), Lisbon (submitted)

Winters, V. R.; Brezinsek, S.; Feng, Y.; König, R.; Reimold, F.; Schmitz, O.; Barbui, T.; Brunner, K. J.; Burhenn, R.; Buttenschön, B. et al.; Drewelow, P.; Effenberg, F.; Flom, E.; Ford, O.; Hammond, K. C.; Jakubowski, M.; Knauer, J.; Kornejew, P.; Krychowiak, M.; Pavone, A.; Rudischhauser, L.; Vano, L.; Zhang, D.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Evidence of enhanced impurity screening with higher plasma density in the island divertor in W7-X. 24th International Conference on Plasma Surface Interactions in Controlled Fusion Devices (PSI 24) (virtual), Jeju (submitted)

Abramovic, I.; Salewski, M.; Moseev, D.; Pavone, A.; Lopes Cardozo, N. J.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Collective Thomson Scattering in Non-Axisymmetric Plasmas with Absorption. 20th Joint Workshop on Electron Cyclotron Emission (ECE) and Electron Cyclotron Resonance Heating (ECRH) (EC-20), Greifswald (submitted)

Kwak, S.; Svensson, J.; Pavone, A.; Höfel, U.; Ford, O.; Krychowiak, M.; Vano, L.; Bozhenkov, S.; Kornejew, P.; Ghim, Y.-c. et al.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Wendelstein 7-X Bayesian Z_eff inference in the Minerva framework. 22nd Topical Conference on High Temperature Plasma Diagnostics (HTPD 2018), San Diego, CA (submitted)

Moseev, D.; Stejner, M.; Nielsen, S. K.; Stange, T.; Kasparek, W.; Abramovic, I.; Braune, H.; Erckmann, V.; Jensen, T.; Korsholm, S. B. et al.; Laqua, H. P.; Lechte, C.; Leipold, F.; Marsen, S.; Pavone, A.; Salewski, M.; Schneider, N.; Rasmussen, J.; Berg, J. v. d.; Weißgerber, M.; Wilde, F.; Wolf, R. C.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Collective Thomson Scattering at Wendelstein 7‐X: design, commissioning, and first results. 60th Annual Meeting of the APS Division of Plasma Physics, Portland, OR (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.; Fuchert, G.; Ford, O.; Gates, D. A.; Geiger, J.; Grulke, O.; Hirsch, M.; Höfel, U.; Huang, Z.; Kazakov, Y.; Knauer, J.; Krychowiak, M.; Kring, J.; Laqua, H.; Landreman, M.; 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.; Weir, G.; Wolf, R. C.; Zhang, D.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Investigations of the Role of Neoclassical Transport in Ion-Root Plasmas on W7-X. 27th IAEA Fusion Energy Conference (FEC 2018), Gandhinagar (Ahmedabad) (submitted)

Pablant, N.; Langenberg, A.; Alonso, A.; Beidler, C. D.; Bozhenkov, S.; Brunner, K. J.; Gates, D.A.; Dinklage, A.; Fuchert, G.; Geiger, J. et al.; Hirsch, M.; Hoefel, U.; Knauer, J.; Kring, J.; Landreman, M.; Lazerson, S.; Maassberg, H.; Marchuck, O.; Pasch, E.; Pavone, A.; Satake, S.; Svensson, J.; Traverso, P.; Turkin, Y.; Weir, G.; Warmer, F.; Wolf, R. C.; Zhang, D.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Dependence of the Core Radial Electric Field on Ion and Electron Temperature in W7-X. 45th EPS Conference on Plasma Physics, Prague (submitted)

Pablant, N. A.; Langenberg, A.; Alonso, A.; Bitter, M.; Bozhenkov, S.; Burhenn, R.; Delgado-Aparicio, L.; Fuchert, G.; Gates, D.; Hill, K. W. et al.; Höfel, U.; Hirsch, M.; Kring, J.; Marchuk, O.; Mardenfeld, M.; Pasch, E.; Pavone, A.; Reinke, M.; Scott, E.; Svensson, J.; Traverso, P.; Weir, G.; Wegner, T.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Validation of electron temperature profiles on W7-X as measured using a x-ray imaging crystal spectrometer. 22nd Topical Conference on High Temperature Plasma Diagnostics (HTPD 2018), San Diego, CA (submitted)

Pavone, A.; Svensson, J.; Langenberg, A.; Pablant, N.; Höfel, U.; Kwak, S.; Wolf, R. C.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: Bayesian uncertainty calculation in neural network inference of ion and electron temperature profiles at W7-X. 22nd Topical Conference on High Temperature Plasma Diagnostics (HTPD 2018), San Diego, CA (submitted)

Flom, E.; Leonard, P.; Hoeffel, U.; Kwak, S.; Pavone, A.; Svensson, J.; Krychowiak, M.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society: An Illustrative Guide to the Minerva Framework. 59th Annual Meeting of the APS Division of Plasma Physics, Milwaukee, WI (2017)