Publications of D. Böckenhoff
All genres
Poster (10)
21.
Poster
Proof of concept of a fast surrogate model of the VMEC code via neural networks in Wendelstein 7-X scenarios. DPG-Tagung der Sektion Materie und Kosmos (SMuK), Virtual (submitted)
22.
Poster
Physics-informed neural network of the ideal-MHD model in Wendelstein 7-X configurations. DPG-Frühjahrstagung der Fachverbände Physik der Hadronen und Kerne, Plasmaphysik und des Arbeitskreises Beschleunigerphysik
, Mainz, Virtual (submitted)
23.
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)
24.
Poster
Artificial Neural Networks for Plasma Edge Analysis in Wendelstein 7-X. DPG-Frühjahrstagung 2019 der Sektion Materie und Kosmos (SMuK), München (submitted)
25.
Poster
Heat Load Control for Wendelstein 7-X with Machine Learning Approaches. DPG-Frühjahrstagung 2019 der Sektion Materie und Kosmos (SMuK), München (submitted)
26.
Poster
Neural Net Applications for Plasma Edge Analysis in Wendelstein 7-X. DPG-Frühjahrstagung der Sektion Materie und Kosmos (SMuK), Bremen (submitted)
27.
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)
28.
Thesis - PhD
En Route Towards Heat Load Control for Wendelstein 7-X with Machine Learning Approaches. Dissertation, 163 pp., Universität Greifswald, Greifswald (2019)
Report (1)
29.
Report
En Route Towards Heat Load Control for Wendelstein 7-X with Machine Learning Approaches. Max-Planck-Institut für Plasmaphysik, Garching (2020), 157 pp.