Publikationen von D. Boeckenhoff
Alle Typen
Zeitschriftenartikel (15)
1.
Zeitschriftenartikel
64, 112002 (2024)
Overview of the first Wendelstein 7-X long pulse campaign with fully water-cooled plasma facing components. Nuclear Fusion 2.
Zeitschriftenartikel
64, 076027 (2024)
Automated W7-X sawtooth crashes detection and characterization. Nuclear Fusion 3.
Zeitschriftenartikel
34, 101401 (2023)
Physics Informed Neural Networks towards the real-time calculation of heat fluxes at W7-X. Nuclear Materials and Energy 4.
Zeitschriftenartikel
63, 066020 (2023)
Physics-regularized neural network of the ideal-MHD solution operator in Wendelstein 7-X configurations. Nuclear Fusion 5.
Zeitschriftenartikel
18, P11012 (2023)
Accelerated Bayesian inference of plasma profiles with self-consistent MHD equilibria at W7-X via neural networks. Journal of Instrumentation 6.
Zeitschriftenartikel
62, 042022 (2022)
Experimental confirmation of efficient island divertor operation and successful neoclassical transport optimization in Wendelstein 7-X. Nuclear Fusion 7.
Zeitschriftenartikel
61, 106003 (2021)
Overview of the results from divertor experiments with attached and detached plasmas at Wendelstein 7-X and their implications for steady-state operation. Nuclear Fusion 8.
Zeitschriftenartikel
61, 096039 (2021)
Proof of concept of a fast surrogate model of the VMEC code via neural networks in Wendelstein 7-X scenarios. Nuclear Fusion 9.
Zeitschriftenartikel
161, 111902 (2020)
Assessment of potential heat flux overload of target and first wall components in Wendelstein 7-X finite-beta magnetic configurations and choice of locations for temperature monitoring. Fusion Engineering and Design 10.
Zeitschriftenartikel
59, 126029 (2019)
Neural network regression approaches to reconstruct properties of magnetic configuration from Wendelstein 7-X modeled heat load patterns. Nuclear Fusion 11.
Zeitschriftenartikel
59, 016012 (2019)
Neural network performance enhancement for limited nuclear fusion experiment observations supported by simulations. Nuclear Fusion 12.
Zeitschriftenartikel
59, 086031 (2019)
Application of improved analysis of convective heat loads on plasma facing components to Wendelstein 7-X. Nuclear Fusion 13.
Zeitschriftenartikel
59, 112004 (2019)
Overview of first Wendelstein 7-X high-performance operation. Nuclear Fusion 14.
Zeitschriftenartikel
59, 126012 (2019)
Scenario with combined density and heating control to reduce the impact of the bootstrap current in Wendelstein 7-X. Nuclear Fusion 15.
Zeitschriftenartikel
58, 056009 (2018)
Reconstruction of magnetic configurations in W7-X using artificial neural networks. Nuclear Fusion Konferenzbeitrag (1)
16.
Konferenzbeitrag
FusionSC – Simplifying the daily work in fusion device modeling. In: 50th EPS Conference on Plasma Physics, P2.043 (Hg. Kirk, J.; Volpe, L.). 50th EPS Conference on Plasma Physics, Salamanca, 08. Juli 2024 - 12. Juli 2024. European Physical Society, Geneva (2024)
Meeting Abstract (1)
17.
Meeting Abstract
(VI) 55 (1), P 5.12. DPG-Frühjahrstagung der Sektion Atome, Moleküle, Quantenoptik und Plasmen (SAMOP), Hannover, 08. März 2020 - 13. März 2020. DPG, Bad Honnef (eingereicht)
Fast neural network surrogates for VMEC MHD equilibrium code. In: Verhandlungen der Deutschen Physikalischen Gesellschaft, Vortrag (10)
18.
Vortrag
Controlling divertor power loads at Wendelstein 7-X. Summer School of Plasma Diagnostics: Artificial Intelligence for Plasma Diagnostics and Controlled Fusion (PhDiaFusion 2023), Niepolomice (eingereicht)
19.
Vortrag
Analysis of IR data from W7-X: towards control of thermal loads with machine learning. International Conference on Research and Applications of Plasmas – PLASMA 2023, Warsaw (eingereicht)
20.
Vortrag
Neural Networks as ideal magnetohydrodynamic equilibrium solvers. DPG-Frühjahrstagung 2024, Greifswald (eingereicht)