Major results from the first plasma campaign of the Wendelstein 7-X stellarator RC Wolf, A Ali, A Alonso, J Baldzuhn, C Beidler, M Beurskens, ... Nuclear Fusion 57 (10), 102020, 2017 | 216 | 2017 |
Confirmation of the topology of the Wendelstein 7-X magnetic field to better than 1: 100,000 TS Pedersen, M Otte, S Lazerson, P Helander, S Bozhenkov, ... Nature communications 7 (1), 13493, 2016 | 142 | 2016 |
Role of delay-times in delay-based photonic reservoir computing T Hülser, F Köster, L Jaurigue, K Lüdge Optical Materials Express 12 (3), 1214-1231, 2022 | 50 | 2022 |
Deep time-delay reservoir computing: Dynamics and memory capacity M Goldmann, F Köster, K Lüdge, S Yanchuk Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (9), 2020 | 47 | 2020 |
Insight into delay based reservoir computing via eigenvalue analysis F Köster, S Yanchuk, K Lüdge Journal of Physics: Photonics 3 (2), 024011, 2021 | 25 | 2021 |
Limitations of the recall capabilities in delay-based reservoir computing systems F Köster, D Ehlert, K Lüdge Cognitive Computation, 1-8, 2020 | 23 | 2020 |
Deriving task specific performance from the information processing capacity of a reservoir computer T Hülser, F Köster, K Lüdge, L Jaurigue Nanophotonics 12 (5), 937-947, 2023 | 18 | 2023 |
First measurement on electron heat transport by heatwaves in the core plasma of Wendelstein 7-X U Höfel, S Bozhenkov, G Fuchert, J Geiger, HJ Hartfuss, M Hirsch, ... 43rd EPS Conference on Plasma Physics, 2016 | 12 | 2016 |
Master memory function for delay-based reservoir computers with single-variable dynamics F Köster, S Yanchuk, K Lüdge IEEE Transactions on Neural Networks and Learning Systems, 2022 | 10 | 2022 |
Data-informed reservoir computing for efficient time-series prediction F Köster, D Patel, A Wikner, L Jaurigue, K Lüdge Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (7), 2023 | 8 | 2023 |
ECE measurements in Wendelstein 7-X plasmas M Hirsch, J Geiger, HJ Hartfuss, U Höfel, F Köster, H Maaßberg, ... 43rd EPS Conference on Plasma Physics, 2016 | 6 | 2016 |
Temperature dependent linewidth rebroadening in quantum dot semiconductor lasers F Köster, J Duan, B Dong, H Huang, F Grillot, K Lüdge Journal of Physics D: Applied Physics 53 (23), 235106, 2020 | 5 | 2020 |
Collective coherence resonance in networks of optical neurons F Köster, B Lingnau, A Krimlowski, P Hövel, K Lüdge physica status solidi (b) 258 (11), 2100345, 2021 | 4 | 2021 |
Data-driven forecasting of nonequilibrium solid-state dynamics S Meinecke, F Köster, D Christiansen, K Lüdge, A Knorr, M Selig Physical Review B 107 (18), 184306, 2023 | 3 | 2023 |
Attention-Enhanced Reservoir Computing F Köster, K Kanno, J Ohkubo, A Uchida arXiv preprint arXiv:2312.16503, 2023 | 1 | 2023 |
Time series forecasting with delay-based reservoir computing: Analysis and optimization F Köster Dissertation, Berlin, Technische Universität Berlin, 2023, 2023 | 1 | 2023 |
Data-Driven Acceleration of Multi-Physics Simulations S Meinecke, M Selig, F Köster, A Knorr, K Lüdge arXiv preprint arXiv:2402.16433, 2024 | | 2024 |