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Annika Eichler
Annika Eichler
Verified email at desy.de
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Cited by
Cited by
Year
Modeling for optimal operation of PEM fuel cells and electrolyzers
P Gabrielli, B Flamm, A Eichler, M Gazzani, J Lygeros, M Mazzotti
2016 IEEE 16th international conference on environment and electrical …, 2016
492016
A data-driven stochastic optimization approach to the seasonal storage energy management
G Darivianakis, A Eichler, RS Smith, J Lygeros
IEEE control systems letters 1 (2), 394-399, 2017
462017
Controller tuning by Bayesian optimization an application to a heat pump
M Khosravi, A Eichler, N Schmid, RS Smith, P Heer
2019 18th European Control Conference (ECC), 1467-1472, 2019
412019
Closed-form solution for optimal convergence speed of multi-agent systems with discrete-time double-integrator dynamics for fixed weight ratios
A Eichler, H Werner
Systems & Control Letters 71, 7-13, 2014
392014
Distributed model predictive control for linear systems with adaptive terminal sets
G Darivianakis, A Eichler, J Lygeros
IEEE Transactions on Automatic Control 65 (3), 1044-1056, 2019
382019
Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training
J Kaiser, O Stein, A Eichler
International Conference on Machine Learning, 10575-10585, 2022
322022
Bayesian optimization algorithms for accelerator physics
R Roussel, AL Edelen, T Boltz, D Kennedy, Z Zhang, F Ji, X Huang, ...
Physical Review Accelerators and Beams 27 (8), 084801, 2024
302024
Control of heterogeneous groups of LPV systems interconnected through directed and switching topologies
C Hoffmann, A Eichler, H Werner
2014 American Control Conference, 5156-5161, 2014
282014
Distributed control of linear parameter-varying decomposable systems
C Hoffmann, A Eichler, H Werner
2013 American Control Conference, 2380-2385, 2013
272013
Humans in the loop: A stochastic predictive approach to building energy management in the presence of unpredictable users
A Eichler, G Darivianakis, J Lygeros
IFAC-PapersOnLine 50 (1), 14471-14476, 2017
232017
First steps toward an autonomous accelerator, a common project between DESY and KIT
A Eichler, F Burkart, J Kaiser, W Kuropka, O Stein, E Bründermann, ...
Proc. IPAC’21, 2182-2185, 2021
222021
Distributed control design for heterogeneous interconnected systems
YR Stürz, A Eichler, RS Smith
IEEE Transactions on Automatic Control 66 (11), 5112-5127, 2020
222020
Hybrid multilinear modeling and applications
G Pangalos, A Eichler, G Lichtenberg
Simulation and Modeling Methodologies, Technologies and Applications …, 2015
222015
Robust control of decomposable LPV systems
A Eichler, C Hoffmann, H Werner
Automatica 50 (12), 3239-3245, 2014
222014
Online Detuning Computation and Quench Detection for Superconducting Resonators
A Bellandi, Ł Butkowski, B Dursun, A Eichler, Ç Gümüş, M Kuntzsch, ...
IEEE Transactions on Nuclear Science 68 (4), 385-393, 2021
202021
Tensor systems-multilinear modeling and applications
G Pangalos, A Eichler, G Lichtenberg
International Conference on Simulation and Modeling Methodologies …, 2013
192013
Reinforcement learning-trained optimisers and Bayesian optimisation for online particle accelerator tuning
J Kaiser, C Xu, A Eichler, A Santamaria Garcia, O Stein, E Bründermann, ...
Scientific reports 14 (1), 15733, 2024
152024
Anomaly detection at the European X-ray Free Electron Laser using a parity-space-based method
A Eichler, J Branlard, JHK Timm
Physical Review Accelerators and Beams 26 (1), 012801, 2023
152023
Bridging the gap between machine learning and particle accelerator physics with high-speed, differentiable simulations
J Kaiser, C Xu, A Eichler, A Santamaria Garcia
Physical Review Accelerators and Beams 27 (5), 054601, 2024
142024
Koopman-based Kalman Filter for Fault Detection for the Superconducting Radio Frequency Cavities of the European XFEL
WH Syed, A Eichler, A Nawaz, B Sharan, H Werner
2021 60th IEEE Conference on Decision and Control (CDC), 6855-6860, 2021
142021
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