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Friedrich Solowjow
Friedrich Solowjow
Bestätigte E-Mail-Adresse bei dsme.rwth-aachen.de
Titel
Zitiert von
Zitiert von
Jahr
Actively learning gaussian process dynamics
M Buisson-Fenet, F Solowjow, S Trimpe
Learning for dynamics and control, 5-15, 2020
782020
Event-triggered learning
F Solowjow, S Trimpe
Automatica 117, 109009, 2020
402020
Event-triggered Learning for Resource-efficient Networked Control
F Solowjow, D Baumann, J Garcke, S Trimpe
2018 American Control Conference (ACC), 6506 -- 6512, 2018
342018
Event-triggered learning for linear quadratic control
H Schlüter, F Solowjow, S Trimpe
IEEE Transactions on Automatic Control 66 (10), 4485-4498, 2020
222020
Overcoming bandwidth limitations in wireless sensor networks by exploitation of cyclic signal patterns: An event-triggered learning approach
J Beuchert, F Solowjow, S Trimpe, T Seel
Sensors 20 (1), 260, 2020
202020
Identifying causal structure in dynamical systems
D Baumann, F Solowjow, KH Johansson, S Trimpe
arXiv preprint arXiv:2006.03906, 2020
142020
A kernel two-sample test for dynamical systems
F Solowjow, D Baumann, C Fiedler, A Jocham, T Seel, S Trimpe
arXiv preprint arXiv:2004.11098, 2020
142020
Event-triggered pulse control with model learning (if necessary)
D Baumann, F Solowjow, KH Johansson, S Trimpe
2019 American Control Conference (ACC), 792-797, 2019
132019
Structure-preserving Gaussian process dynamics
K Ensinger, F Solowjow, S Ziesche, M Tiemann, S Trimpe
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
122022
Hierarchical event-triggered learning for cyclically excited systems with application to wireless sensor networks
J Beuchert, F Solowjow, J Raisch, S Trimpe, T Seel
IEEE Control Systems Letters 4 (1), 103-108, 2019
112019
Safe value functions
PF Massiani, S Heim, F Solowjow, S Trimpe
IEEE Transactions on Automatic Control 68 (5), 2743-2757, 2022
82022
Efficient Encoding of Dynamical Systems through Local Approximations
F Solowjow, A Mehrjou, B Schölkopf, S Trimpe
2018 IEEE Conference on Decision and Control (CDC), 6073-6079, 2018
7*2018
Event-triggered time-varying bayesian optimization
P Brunzema, A von Rohr, F Solowjow, S Trimpe
arXiv preprint arXiv:2208.10790, 2022
52022
Multimodal multi-user surface recognition with the kernel two-sample test
B Khojasteh, F Solowjow, S Trimpe, KJ Kuchenbecker
IEEE Transactions on Automation Science and Engineering, 2023
42023
Controlling heterogeneous stochastic growth processes on lattices with limited resources
RN Haksar, F Solowjow, S Trimpe, M Schwager
2019 IEEE 58th Conference on Decision and Control (CDC), 1315-1322, 2019
42019
A local information criterion for dynamical systems
A Mehrjou, F Solowjow, S Trimpe, B Schölkopf
arXiv preprint arXiv:1805.10615, 2018
32018
Data-Driven Observability Analysis for Nonlinear Stochastic Systems
PF Massiani, M Buisson-Fenet, F Solowjow, F Di Meglio, S Trimpe
IEEE Transactions on Automatic Control, 2023
22023
Scalable Concept Extraction in Industry 4.0
AF Posada-Moreno, K Müller, F Brillowski, F Solowjow, T Gries, S Trimpe
World Conference on Explainable Artificial Intelligence, 512-535, 2023
12023
Improving the Performance of Robust Control through Event-Triggered Learning
A von Rohr, F Solowjow, S Trimpe
2022 IEEE 61st Conference on Decision and Control (CDC), 3424-3430, 2022
12022
Symplectic Gaussian Process Dynamics.
K Ensinger, F Solowjow, M Tiemann, S Trimpe
arXiv preprint arXiv 2102, 2021
12021
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