Publications of J. Illerhaus
All genres
Journal Article (3)
2024
Journal Article
43, 14 (2024)
Status of the Deep Learning‑Based Shattered Pellet Injection Shard Tracking at ASDEX Upgrade. Journal of Fusion Energy
Journal Article
64, 056012 (2024)
Overview of advances in ASDEX Upgrade plasma control to support critical physics research for ITER and beyond. Nuclear Fusion 2020
Journal Article
76 (8), pp. 879 - 893 (2020)
Estimation and Uncertainties of Profiles and Equilibria for Fusion Modeling Codes. Fusion Science and Technology Talk (1)
2023
Talk
Machine Learning Applications in Control at ASDEX Upgrade. Summer School of Plasma Diagnostics: Artificial Intelligence for Plasma Diagnostics and Controlled Fusion (PhDiaFusion 2023), Niepolomice (submitted)
Poster (4)
2023
Poster
Computer Vision Deep Learning-Based Shattered Pellet Injection (SPI) Shard Tracking at ASDEX Upgrade. DPG-Frühjahrstagung 2024, Greifswald (submitted)
Poster
Recent Highlights of the ASDEX Upgrade Contrl Research. 29th IAEA Fusion Energy Conference (FEC 2023), London (submitted)
2022
Poster
Machine Learning Applications in Control at ASDEX Upgrade. 86. Jahrestagung der DPG und DPG-Frühjahrstagung der Sektion Materie und Kosmos (SMuK), Dresden (submitted)
2017
Poster
Estimation, Validation and Uncertainty of the Position of the Separatrix Contour at ASDEX Upgrade. 82. Jahrestagung der DPG und DPG-Frühjahrstagung der Sektion AMOP, Erlangen (submitted)
Thesis - Diploma (1)
2018
Thesis - Diploma
Estimation, Validation and Uncertainty of the Position of the Separatrix Contour at ASDEX Upgrade. Diploma, 68 pp., Technische Universität München, München (2018)
Report (1)
2019
Report
Estimation, Validation and Uncertainty of the Position of the Separatrix Contour at ASDEX Upgrade. Max-Planck-Institut für Plasmaphysik, Garching (2019), 60 pp.