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Journal Article (4)
1.
Journal Article
60, 036022 (2020)
Classification of tokamak plasma confinement states with convolutional recurrent neural networks. Nuclear Fusion 2.
Journal Article
91, 103501 (2020)
Deep learning for Gaussian process soft x-ray tomography model selection in the ASDEX Upgrade tokamak. Review of Scientific Instruments 3.
Journal Article
59, 112023 (2019)
Physics research on the TCV tokamak facility: from conventional to alternative scenarios and beyond. Nuclear Fusion 4.
Journal Article
59, 086020 (2019)
Dependence on plasma shape and plasma fueling for small edge-localized mode regimes in TCV and ASDEX Upgrade. Nuclear Fusion Talk (2)
5.
Talk
Plasma State Classification and ELM detection using Convolutional Long Short-Term Memory Neural Networks. 2nd International Conference on Data Driven Plasma Science (ICDDPS), Marseille (submitted)
6.
Talk
Classification of tokamak plasma confinement states with convolutional recurrent neural networks. DPG-Frühjahrstagung der Sektion Atome, Moleküle, Quantenoptik und Plasmen (SAMOP), Hannover (submitted)
Poster (2)
7.
Poster
Convolutional LSTMs for Plasma State Classification. DPG-Frühjahrstagung 2019 der Sektion Materie und Kosmos (SMuK), München (submitted)
8.
Poster
Deep Learning for Plasma Diagnostics. 82. Jahrestagung der DPG und DPG-Frühjahrstagung der Sektion AMOP, Erlangen (submitted)