Publications of M. Blatzheim
All genres
Journal Article (7)
1.
Journal Article
62, 042022 (2022)
Experimental confirmation of efficient island divertor operation and successful neoclassical transport optimization in Wendelstein 7-X. Nuclear Fusion 2.
Journal Article
59, 126029 (2019)
Neural network regression approaches to reconstruct properties of magnetic configuration from Wendelstein 7-X modeled heat load patterns. Nuclear Fusion 3.
Journal Article
59, 016012 (2019)
Neural network performance enhancement for limited nuclear fusion experiment observations supported by simulations. Nuclear Fusion 4.
Journal Article
59, 086031 (2019)
Application of improved analysis of convective heat loads on plasma facing components to Wendelstein 7-X. Nuclear Fusion 5.
Journal Article
59, 112004 (2019)
Overview of first Wendelstein 7-X high-performance operation. Nuclear Fusion 6.
Journal Article
58, 056009 (2018)
Reconstruction of magnetic configurations in W7-X using artificial neural networks. Nuclear Fusion 7.
Journal Article
57, 102020 (2017)
Major results from the first plasma campaign of the Wendelstein 7-X stellarator. Nuclear Fusion Talk (3)
8.
Talk
Deep Neural Network Based Reconstruction of Plasma Properties for Wendelstein 7-X. 2nd International Conference on Data Driven Plasma Science (ICDDPS), Marseille (submitted)
9.
Talk
Analysing the performance of neural networks on reconstructing edge plasma properties in Wendelstein 7-X. 82. Jahrestagung der DPG und DPG-Frühjahrstagung der Sektion AMOP, Erlangen (submitted)
10.
Talk
Protection of the First Wall of Wendelstein 7-X with Artificial Neural Networks. 82. Jahrestagung der DPG und DPG-Frühjahrstagung der Sektion AMOP, Erlangen (submitted)
Poster (5)
11.
Poster
Proxy Plasma State Reconstruction for a Reinforcement Learning Control System for Wendelstein 7-X. 24th International Conference on Plasma Surface Interactions in Controlled Fusion Devices (PSI 24) (virtual), Jeju (submitted)
12.
Poster
Artificial Neural Networks for Plasma Edge Analysis in Wendelstein 7-X. DPG-Frühjahrstagung 2019 der Sektion Materie und Kosmos (SMuK), München (submitted)
13.
Poster
Heat Load Control for Wendelstein 7-X with Machine Learning Approaches. DPG-Frühjahrstagung 2019 der Sektion Materie und Kosmos (SMuK), München (submitted)
14.
Poster
Neural Net Applications for Plasma Edge Analysis in Wendelstein 7-X. DPG-Frühjahrstagung der Sektion Materie und Kosmos (SMuK), Bremen (submitted)
15.
Poster
Protection of the first wall of Wendelstein 7-X with neural nets. DPG-Frühjahrstagung der Sektion Materie und Kosmos (SMuK), Bremen (submitted)
Thesis - PhD (1)
16.
Thesis - PhD
Artificial Neural Networks to Reconstruct Properties of Magnetic Equilibrium in Wendelstein 7-X. Dissertation, University of Southern Denmark (SDU), Odense (2020)