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ORCIDAnnika Eichler
Person information
- affiliation: Hamburg University of Technology, Germany
- affiliation: Deutsches Elektronen-Synchrotron DESY, Germany
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2020 – today
- 2024
[c33]Jannis O. Lübsen, Christian Hespe, Annika Eichler:
Towards safe multi-task Bayesian optimization. L4DC 2024: 839-851- [i17]Jan Kaiser
, Chenran Xu, Annika Eichler, Andrea Santamaría Garcia:
Cheetah: Bridging the Gap Between Machine Learning and Particle Accelerator Physics with High-Speed, Differentiable Simulations. CoRR abs/2401.05815 (2024) - [i16]Jan Kaiser, Annika Eichler, Anne Lauscher:
Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language. CoRR abs/2405.08888 (2024) - [i15]Antonin Sulc, Annika Eichler, Tim Wilksen:
Automated Anomaly Detection on European XFEL Klystrons. CoRR abs/2405.12391 (2024) - [i14]Antonin Sulc, Alex Bien, Annika Eichler, Daniel Ratner, Florian Rehm, Frank Mayet, Gregor Hartmann, Hayden Hoschouer, Henrik Tünnermann, Jan Kaiser, Jason St. John, Jennefer Maldonado, Kyle J. Hazelwood, Raimund Kammering, Thorsten Hellert, Tim Wilksen, Verena Kain, Wan-Lin Hu:
Towards Unlocking Insights from Logbooks Using AI. CoRR abs/2406.12881 (2024) - [i13]Lynda Boukela, Annika Eichler, Julien Branlard, Nur Zulaiha Jomhari:
A Two-Stage Machine Learning-Aided Approach for Quench Identification at the European XFEL. CoRR abs/2407.08408 (2024) - 2023
- [c32]Arne Grünhagen, Marina Tropmann-Frick, Annika Eichler, Görschwin Fey:
Predictive Maintenance for the Optical Synchronization System of the European XFEL: A Systematic Literature Survey. BTW 2023: 1023-1045 - [c31]Arne Grünhagen, Annika Eichler, Marina Tropmann-Frick, Görschwin Fey:
Data-Based Condition Monitoring and Disturbance Classification in Actively Controlled Laser Oscillators. EJC 2023: 94-114 - [c30]Arne Grünhagen, Maximilian Schütte, Annika Eichler, Marina Tropmann-Frick, Görschwin Fey:
Enhancing Data Acquisition and Fault Analysis for Large-Scale Facilities: A Case Study on the Laser-Based Synchronization System at the European X-Ray Free-Electron Laser. LWDA 2023: 121-133 - [i12]Maximilian Schütte, Annika Eichler, Herbert Werner:
Structured IQC Synthesis of Robust H2 Controllers in the Frequency Domain. CoRR abs/2304.05467 (2023) - [i11]Jan Kaiser, Chenran Xu, Annika Eichler, Andrea Santamaría Garcia, Oliver Stein, Erik Bründermann, Willi Kuropka, Hannes Dinter, Frank Mayet, Thomas Vinatier, Florian Burkart, Holger Schlarb:
Learning to Do or Learning While Doing: Reinforcement Learning and Bayesian Optimisation for Online Continuous Tuning. CoRR abs/2306.03739 (2023) - [i10]Antonin Sulc, Annika Eichler, Tim Wilksen:
Log Anomaly Detection on EuXFEL Nodes. CoRR abs/2310.08951 (2023) - [i9]Antonin Sulc, Annika Eichler, Tim Wilksen:
Textual Analysis of ICALEPCS and IPAC Conference Proceedings: Revealing Research Trends, Topics, and Collaborations for Future Insights and Advanced Search. CoRR abs/2310.08954 (2023) - [i8]Antonin Sulc, Raimund Kammering, Annika Eichler, Tim Wilksen:
PACuna: Automated Fine-Tuning of Language Models for Particle Accelerators. CoRR abs/2310.19106 (2023) - [i7]Jannis O. Lübsen, Christian Hespe, Annika Eichler:
Safe Multi-Task Bayesian Optimization. CoRR abs/2312.07281 (2023) - 2022
- [j10]Ahmed Aboudonia, Annika Eichler, Francesco Cordiano, Goran Banjac, John Lygeros:
Distributed Model Predictive Control With Reconfigurable Terminal Ingredients for Reference Tracking. IEEE Trans. Autom. Control. 67(11): 6263-6270 (2022) - [c29]Maximilian Schütte, Annika Eichler, Holger Schlarb, Gerwald Lichtenberg, Herbert Werner:
Convex Synthesis of Robust Distributed Controllers for the Optical Synchronization System at European XFEL. CCTA 2022: 1061-1067 - [c28]Ahmed Aboudonia, Goran Banjac, Annika Eichler, John Lygeros:
Online Computation of Terminal Ingredients in Distributed Model Predictive Control for Reference Tracking. ECC 2022: 847-852 - [c27]Jan Kaiser, Oliver Stein, Annika Eichler:
Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training. ICML 2022: 10575-10585 - [i6]Ahmed Aboudonia, Goran Banjac, Annika Eichler, John Lygeros:
Online Computation of Terminal Ingredients in Distributed Model Predictive Control for Reference Tracking. CoRR abs/2207.09216 (2022) - 2021
- [j9]Yvonne R. Stürz, Annika Eichler, Roy S. Smith:
Distributed Control Design for Heterogeneous Interconnected Systems. IEEE Trans. Autom. Control. 66(11): 5112-5127 (2021) - [j8]Benjamin Flamm, Annika Eichler, Joseph Warrington, John Lygeros:
Two-Stage Dual Dynamic Programming With Application to Nonlinear Hydro Scheduling. IEEE Trans. Control. Syst. Technol. 29(1): 96-107 (2021) - [c26]Arne Grünhagen, Julien Branlard, Annika Eichler, Gianluca Martino, Görschwin Fey, Marina Tropmann-Frick:
Fault Analysis of the Beam Acceleration Control System at the European XFEL using Data Mining. ATS 2021: 61-66 - [c25]Maximilian Schütte, Annika Eichler, Holger Schlarb, Gerwald Lichtenberg, Herbert Werner:
Decentralized Output Feedback Control using Sparsity Invariance with Application to Synchronization at European XFEL. CDC 2021: 5723-5728 - [c24]Wasif Haider Syed, Annika Eichler, Ayla Nawaz, Bindu Sharan, Herbert Werner:
Koopman-based Kalman Filter for Fault Detection for the Superconducting Radio Frequency Cavities of the European XFEL. CDC 2021: 6855-6860 - [c23]Gianluca Martino, Arne Grünhagen, Julien Branlard, Annika Eichler, Görschwin Fey, Holger Schlarb:
Comparative Evaluation of Semi-Supervised Anomaly Detection Algorithms on High-Integrity Digital Systems. DSD 2021: 123-130 - 2020
- [j7]Georgios Darivianakis, Annika Eichler, John Lygeros:
Distributed Model Predictive Control for Linear Systems With Adaptive Terminal Sets. IEEE Trans. Autom. Control. 65(3): 1044-1056 (2020) - [i5]Yvonne R. Stürz, Annika Eichler, Roy S. Smith:
Distributed Control Design for Heterogeneous Interconnected Systems. CoRR abs/2004.04876 (2020) - [i4]Ahmed Aboudonia, Annika Eichler, John Lygeros:
Distributed Model Predictive Control with Asymmetric Adaptive Terminal Sets for the Regulation of Large-scale Systems. CoRR abs/2005.04077 (2020) - [i3]Ahmed Aboudonia, Annika Eichler, John Lygeros:
Distributed Model Predictive Control with Reconfigurable Terminal Ingredients for Reference Tracking. CoRR abs/2007.00427 (2020) - [i2]Benjamin Flamm, Guillermo Ramos, Annika Eichler, John Lygeros:
Multiperiod Stochastic Peak Shaving Using Storage. CoRR abs/2007.02928 (2020)
2010 – 2019
- 2019
- [c22]Maximilian Schütte, Ashish Ranjan Hota, Annika Eichler, John Lygeros:
Dynamic Mechanism Design for Human-in-the-Loop Control of Building Energy Consumption. ACC 2019: 247-252 - [c21]Mohammad Khosravi, Annika Eichler, Ahmed Aboudonia, Roger Buck, Roy S. Smith:
Data-Driven Predictive Control of Buildings; A Regression Based Approach. CCTA 2019: 605-610 - [c20]Matthias Binder, Georgios Darivianakis, Annika Eichler, John Lygeros:
Approximate Explicit Model Predictive Controller using Gaussian Processes. CDC 2019: 841-846 - [c19]Mohammad Khosravi, Annika Eichler, Nicolas Schmid, Roy S. Smith, Philipp Heer:
Controller Tuning by Bayesian Optimization An Application to a Heat Pump. ECC 2019: 1467-1472 - 2018
- [c18]Benjamin Flamm, Annika Eichler, Joseph Warrington, John Lygeros:
Dual Dynamic Programming for Nonlinear Control Problems over Long Horizons. ECC 2018: 471-476 - [c17]Annika Eichler, Georgios Darivianakis, John Lygeros:
Humans-in-the-loop: A Game-Theoretic Perspective on Adaptive Building Energy Systems. ECC 2018: 1322-1327 - [c16]Yvonne R. Sturz, Annika Eichler, Roy S. Smith:
Scalable Controller Synthesis for Heterogeneous Interconnected Systems Applicable to an Overlapping Control Framework. ECC 2018: 2561-2568 - [i1]Georgios Darivianakis, Annika Eichler, John Lygeros:
Distributed Model Predictive Control for Linear Systems with Adaptive Terminal Sets. CoRR abs/1803.07651 (2018) - 2017
- [j6]Yvonne R. Sturz, Annika Eichler, Roy S. Smith:
Fixed Mode Elimination by Minimum Communication Within an Estimator-Based Framework for Distributed Control. IEEE Control. Syst. Lett. 1(2): 346-351 (2017) - [j5]Georgios Darivianakis, Annika Eichler, Roy S. Smith, John Lygeros:
A Data-Driven Stochastic Optimization Approach to the Seasonal Storage Energy Management. IEEE Control. Syst. Lett. 1(2): 394-399 (2017) - [j4]Annika Eichler, Herbert Werner:
Optimal convergence speed of consensus under constrained damping for multi-agent systems with discrete-time double-integrator dynamics. Syst. Control. Lett. 108: 48-55 (2017) - 2016
- [c15]Annika Eichler, Gerwald Lichtenberg:
Parameter Identification of Canalyzing Boolean Functions with Ternary Vectors for Gene Networks. SIMULTECH 2016: 110-118 - [c14]Annika Eichler, Gerwald Lichtenberg:
Parameter Identification of Canalyzing and Nested Canalyzing Boolean Functions with Ternary Vectors for Gene Networks. SIMULTECH (Selected Papers) 2016: 198-221 - 2015
- [j3]Christian Hoffmann, Annika Eichler, Herbert Werner:
Control of Heterogeneous Groups of Systems Interconnected Through Directed and Switching Topologies. IEEE Trans. Autom. Control. 60(7): 1904-1909 (2015) - [c13]Annika Eichler, Herbert Werner:
Improved IQC description to analyze interconnected systems with time-varying time-delays. ACC 2015: 5402-5407 - [c12]Annika Eichler, Herbert Werner:
Optimal convergence speed with constrained damping of double-integrator multi-agent systems with undirected topology. CDC 2015: 2211-2216 - 2014
- [j2]Annika Eichler, Christian Hoffmann, Herbert Werner:
Robust control of decomposable LPV systems. Autom. 50(12): 3239-3245 (2014) - [j1]Annika Eichler, Herbert Werner:
Closed-form solution for optimal convergence speed of multi-agent systems with discrete-time double-integrator dynamics for fixed weight ratios. Syst. Control. Lett. 71: 7-13 (2014) - [c11]Annika Eichler, Christian Hoffmann, Herbert Werner:
Reduced-size LFT closed-loop modeling of decomposable systems with simplified controller synthesis. ACC 2014: 117-122 - [c10]Christian Hoffmann, Annika Eichler, Herbert Werner:
Control of heterogeneous groups of LPV systems interconnected through directed and switching topologies. ACC 2014: 5156-5161 - 2013
- [c9]Christian Hoffmann, Annika Eichler, Herbert Werner:
Distributed control of linear parameter-varying decomposable systems. ACC 2013: 2380-2385 - [c8]Annika Eichler, Herbert Werner:
Performance bounds on decomposable systems. ACC 2013: 3224-3229 - [c7]Annika Eichler, Christian Hoffmann, Herbert Werner:
Robust control of decomposable LPV systems under time-invariant and time-varying interconnection topologies (Part 1). CDC 2013: 2787-2792 - [c6]Annika Eichler, Christian Hoffmann, Herbert Werner:
Robust control of decomposable LPV systems under time-invariant and time-varying interconnection topologies (Part 2). CDC 2013: 2793-2798 - [c5]Annika Eichler, Christian Hoffmann, Herbert Werner:
Robust stability analysis of interconnected systems with uncertain time-varying time delays via IQCs. CDC 2013: 2799-2804 - [c4]Annika Eichler, Herbert Werner:
Convergence bounds for discrete-time second-order multi-agent-systems. ECC 2013: 1866-1871 - [c3]Annika Eichler, Christian Hoffmann, Christian Kautz, Herbert Werner:
Design of Tutorial Activities and Homework Assignments for a Large-Enrollment Introductory Course in Control Systems. ACE 2013: 43-48 - [c2]Georg Pangalos, Annika Eichler, Gerwald Lichtenberg:
Hybrid Multilinear Modeling and Applications. SIMULTECH (Selected Papers) 2013: 71-85 - [c1]Georg Pangalos, Annika Eichler, Gerwald Lichtenberg:
Tensor Systems - Multilinear Modeling and Applications. SIMULTECH 2013: 275-285
Coauthor Index
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last updated on 2025-01-09 13:19 CET by the dblp team
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