A real-time GPU-accelerated deep learning inference integration pipeline and its electron density profile reconstructor pilot project for control at ASDEX upgrade

Johannes Illerhaus, Wolfgang Treutterer, Alexander Bock, Matthias Gehring, Rainer Fischer, Ondrej Kudláček, Bernhard Sieglin, Udo von Toussaint, Thomas Zehetbauer, Hartmut Zohm, Frank Jenko

2025 · Fusion Engineering and Design · vol. 220 · pp. 115274 · Elsevier BV · 10.1016/j.fusengdes.2025.115274

Abstract

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@article{Illerhaus_2025,
 title={A real-time GPU-accelerated deep learning inference integration pipeline and its electron density profile reconstructor pilot project for control at ASDEX upgrade},
 volume={220},
 ISSN={0920-3796},
 url={http://dx.doi.org/10.1016/j.fusengdes.2025.115274},
 DOI={10.1016/j.fusengdes.2025.115274},
 journal={Fusion Engineering and Design},
 publisher={Elsevier BV},
 author={Illerhaus, Johannes and Treutterer, Wolfgang and Bock, Alexander and Gehring, Matthias and Fischer, Rainer and Kudláček, Ondrej and Sieglin, Bernhard and Toussaint, Udo von and Zehetbauer, Thomas and Zohm, Hartmut and Jenko, Frank},
 year={2025},
 month=Nov,
 pages={115274} }