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Felix Köster
Felix Köster
Saitama University Japan
Подтвержден адрес электронной почты в домене tu-berlin.de
Название
Процитировано
Процитировано
Год
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
2162017
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
1442016
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
522022
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
472020
Insight into delay based reservoir computing via eigenvalue analysis
F Köster, S Yanchuk, K Lüdge
Journal of Physics: Photonics 3 (2), 024011, 2021
252021
Limitations of the recall capabilities in delay-based reservoir computing systems
F Köster, D Ehlert, K Lüdge
Cognitive Computation, 1-8, 2020
232020
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
202023
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
122016
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
102023
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
102022
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
62016
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
52020
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
42021
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
32023
Attention-Enhanced Reservoir Computing
F Köster, K Kanno, J Ohkubo, A Uchida
arXiv preprint arXiv:2312.16503, 2023
12023
Time series forecasting with delay-based reservoir computing: Analysis and optimization
F Köster
Dissertation, Berlin, Technische Universität Berlin, 2023, 2023
12023
Data-Driven Acceleration of Multi-Physics Simulations
S Meinecke, M Selig, F Köster, A Knorr, K Lüdge
arXiv preprint arXiv:2402.16433, 2024
2024
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Статьи 1–17