Publikationen von F. Matos
Alle Typen
Zeitschriftenartikel (7)
2022
Zeitschriftenartikel
62, 042018 (2022)
Overview of the TCV tokamak experimental programme. Nuclear Fusion
Zeitschriftenartikel
62, 042006 (2022)
Progress from ASDEX Upgrade experiments in preparing the physics basis of ITER operation and DEMO scenario development. Nuclear Fusion 2021
Zeitschriftenartikel
61, 046019 (2021)
Plasma confinement mode classification using a sequence-to-sequence neural network with attention. Nuclear Fusion 2020
Zeitschriftenartikel
60, 036022 (2020)
Classification of tokamak plasma confinement states with convolutional recurrent neural networks. Nuclear Fusion
Zeitschriftenartikel
91, 103501 (2020)
Deep learning for Gaussian process soft x-ray tomography model selection in the ASDEX Upgrade tokamak. Review of Scientific Instruments 2019
Zeitschriftenartikel
59, 112023 (2019)
Physics research on the TCV tokamak facility: from conventional to alternative scenarios and beyond. Nuclear Fusion
Zeitschriftenartikel
59, 086020 (2019)
Dependence on plasma shape and plasma fueling for small edge-localized mode regimes in TCV and ASDEX Upgrade. Nuclear Fusion Meeting Abstract (1)
2019
Meeting Abstract
(VI) 55 (1), P 21.4. DPG-Frühjahrstagung der Sektion Atome, Moleküle, Quantenoptik und Plasmen (SAMOP), Hannover, 08. März 2020 - 13. März 2020. DPG, Bad Honnef (eingereicht)
Classification of tokamak plasma confinement states with convolutional recurrent neural networks. In: Verhandlungen der Deutschen Physikalischen Gesellschaft, Vortrag (2)
2019
Vortrag
Plasma State Classification and ELM detection using Convolutional Long Short-Term Memory Neural Networks. 2nd International Conference on Data Driven Plasma Science (ICDDPS), Marseille (eingereicht)
Vortrag
Deep Neural Networks for Gaussian Process Tomography at the ASDEX Upgrade Tokamak. 3rd International Conference on Data-Driven Plasma Science (ICDDPS-3), Virtual (eingereicht)
Poster (3)
2021
Poster
Real-time recognition of plasma confinements states in the TCV Tokamak and transfer learning using ML models. 47th EPS Conference on Plasma Physics, Virtual (2021)
2018
Poster
Convolutional LSTMs for Plasma State Classification. DPG-Frühjahrstagung 2019 der Sektion Materie und Kosmos (SMuK), München (eingereicht)
2017
Poster
Deep Learning for Plasma Diagnostics. 82. Jahrestagung der DPG und DPG-Frühjahrstagung der Sektion AMOP, Erlangen (eingereicht)
Hochschulschrift - Doktorarbeit (1)
2021
Hochschulschrift - Doktorarbeit
Deep Learning for Tomography, State Classification and Event Detection in Nuclear Fusion Plasmas. Dissertation, 228 S., Technische Universität München, München (2021)