Friedrich Solowjow

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	All	Since 2016
Citations	61	61
h-index	5	5
i10-index	2	2

20182019202020216 12 41 1

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Sebastian TrimpeProfessor, RWTH Aachen UniversityVerified email at dsme.rwth-aachen.de
Dominik BaumannInstitute for Data Science in Mechanical Engineering, RWTH Aachen UniversityVerified email at dsme.rwth-aachen.de
Thomas SeelTechnische Universität BerlinVerified email at control.tu-berlin.de
Arash Mehrjoueth-mpiVerified email at tuebingen.mpg.de
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedVerified email at tuebingen.mpg.de
Karl H. JohanssonElectrical Engineering and Computer Science, KTH Royal Institute of Technology, StockholmVerified email at kth.se
Jonas BeuchertDoctoral Student, University of OxfordVerified email at robots.ox.ac.uk
Mona Buisson-FenetMINES ParisTechVerified email at mines-paristech.fr
Jochen GarckeUniversität Bonn, Fraunhofer SCAIVerified email at ins.uni-bonn.de
Joerg RaischProfessor of Control Systems, Technische Universitaet BerlinVerified email at control.tu-berlin.de
Henning SchlüterInstitute for Systems Theory and Automatic Control, University of StuttgartVerified email at ist.uni-stuttgart.de

Friedrich Solowjow

Max Planck Institute for Intelligent Systems

Verified email at is.mpg.de

Machine Learning Control Networked Systems


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Event-triggered Learning for Resource-efficient Networked Control F Solowjow, D Baumann, J Garcke, S Trimpe 2018 American Control Conference (ACC), 6506 -- 6512, 2018	19	2018
Event-triggered learning F Solowjow, S Trimpe Automatica 117, 109009, 2020	10	2020
Actively learning Gaussian process dynamics M Buisson-Fenet, F Solowjow, S Trimpe Learning for Dynamics and Control, 5-15, 2020	8	2020
Event-triggered pulse control with model learning (if necessary) D Baurnann, F Solowjow, KH Johansson, S Trimpe 2019 American Control Conference (ACC), 792-797, 2019	7	2019
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	5*	2018
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	4	2020
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	4	2019
Identifying causal structure in dynamical systems D Baumann, F Solowjow, KH Johansson, S Trimpe arXiv preprint arXiv:2006.03906, 2020	2	2020
Event-triggered learning for linear quadratic control H Schluter, F Solowjow, S Trimpe IEEE Transactions on Automatic Control, 2020	1	2020
A local information criterion for dynamical systems A Mehrjou, F Solowjow, S Trimpe, B Schölkopf arXiv preprint arXiv:1805.10615, 2018	1	2018
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		2020
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		2019
Actively Learning Dynamical Systems with Gaussian Processes M Buisson-Fenet, F Solowjow, S Trimpe Mines ParisTech, 2019		2019

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