Annika Eichler

66 papers A* 1C 12Misc 1Journal 32Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Model Predictive Control of Thermo-Hydraulic Systems Using Primal Decomposition. CoRR Jonathan Vieth, Annika Eichler, Arne Speerforck
2025	J	`jnl`	An Analysis of Safety Guarantees in Multi-Task Bayesian Optimization. CoRR Jannis O. Lübsen, Annika Eichler
2025	J	`jnl`	Data-driven and learning-based control - perspectives and prospects. Autom. Timm Faulwasser, Annika Eichler, Julian Berberich
2025	J	`jnl`	Data-driven feedback optimization for particle accelerator application. Autom. Christian Hespe, Jan Kaiser, Jannis O. Lübsen, Frank Mayet, Matthias Scholz, Annika Eichler
2025	J	`jnl`	Estimation of superconducting cavity bandwidth and detuning using a Luenberger observer. CoRR Bozo Richter, Andrea Bellandi, Julien Branlard, Leon Speidel, Annika Eichler
2024	J	`jnl`	A Two-Stage Machine Learning-Aided Approach for Quench Identification at the European XFEL. CoRR Lynda Boukela, Annika Eichler, Julien Branlard, Nur Zulaiha Jomhari
2024	J	`jnl`	Automated Anomaly Detection on European XFEL Klystrons. CoRR Antonin Sulc, Annika Eichler, Tim Wilksen
2024	J	`jnl`	Cheetah: Bridging the Gap Between Machine Learning and Particle Accelerator Physics with High-Speed, Differentiable Simulations. CoRR Jan Kaiser, Chenran Xu, Annika Eichler, Andrea Santamaría Garcia
2024	C	`conf`	Data-Driven Fault Localization in Cyber-Physical Systems Using Dependency Graphs and Anomaly Detection. EJC Arne Grünhagen, Annika Eichler, Marina Tropmann-Frick, Görschwin Fey
2024	J	`jnl`	Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language. CoRR Jan Kaiser, Annika Eichler, Anne Lauscher
2024	J	`jnl`	Towards Unlocking Insights from Logbooks Using AI. CoRR 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
2024	—	`conf`	Towards safe multi-task Bayesian optimization. L4DC Jannis O. Lübsen, Christian Hespe, Annika Eichler
2023	C	`conf`	Data-Based Condition Monitoring and Disturbance Classification in Actively Controlled Laser Oscillators. EJC Arne Grünhagen, Annika Eichler, Marina Tropmann-Frick, Görschwin Fey
2023	—	`conf`	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 Arne Grünhagen, Maximilian Schütte, Annika Eichler, Marina Tropmann-Frick, Görschwin Fey
2023	J	`jnl`	Learning to Do or Learning While Doing: Reinforcement Learning and Bayesian Optimisation for Online Continuous Tuning. CoRR 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
2023	J	`jnl`	Log Anomaly Detection on EuXFEL Nodes. CoRR Antonin Sulc, Annika Eichler, Tim Wilksen
2023	J	`jnl`	PACuna: Automated Fine-Tuning of Language Models for Particle Accelerators. CoRR Antonin Sulc, Raimund Kammering, Annika Eichler, Tim Wilksen
2023	Misc	`conf`	Predictive Maintenance for the Optical Synchronization System of the European XFEL: A Systematic Literature Survey. BTW Arne Grünhagen, Marina Tropmann-Frick, Annika Eichler, Görschwin Fey
2023	J	`jnl`	Safe Multi-Task Bayesian Optimization. CoRR Jannis O. Lübsen, Christian Hespe, Annika Eichler
2023	J	`jnl`	Structured IQC Synthesis of Robust H CoRR Maximilian Schütte, Annika Eichler, Herbert Werner
2023	J	`jnl`	Textual Analysis of ICALEPCS and IPAC Conference Proceedings: Revealing Research Trends, Topics, and Collaborations for Future Insights and Advanced Search. CoRR Antonin Sulc, Annika Eichler, Tim Wilksen
2022	—	`conf`	Convex Synthesis of Robust Distributed Controllers for the Optical Synchronization System at European XFEL. CCTA Maximilian Schütte, Annika Eichler, Holger Schlarb, Gerwald Lichtenberg, Herbert Werner
2022	J	`jnl`	Distributed Model Predictive Control With Reconfigurable Terminal Ingredients for Reference Tracking. IEEE Trans. Autom. Control. Ahmed Aboudonia, Annika Eichler, Francesco Cordiano, Goran Banjac, John Lygeros
2022	A*	`conf`	Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training. ICML Jan Kaiser, Oliver Stein, Annika Eichler
2022	—	`conf`	Online Computation of Terminal Ingredients in Distributed Model Predictive Control for Reference Tracking. ECC Ahmed Aboudonia, Goran Banjac, Annika Eichler, John Lygeros
2022	J	`jnl`	Online Computation of Terminal Ingredients in Distributed Model Predictive Control for Reference Tracking. CoRR Ahmed Aboudonia, Goran Banjac, Annika Eichler, John Lygeros
2021	C	`conf`	Comparative Evaluation of Semi-Supervised Anomaly Detection Algorithms on High-Integrity Digital Systems. DSD Gianluca Martino, Arne Grünhagen, Julien Branlard, Annika Eichler, Görschwin Fey, Holger Schlarb
2021	—	`conf`	Decentralized Output Feedback Control using Sparsity Invariance with Application to Synchronization at European XFEL. CDC Maximilian Schütte, Annika Eichler, Holger Schlarb, Gerwald Lichtenberg, Herbert Werner
2021	J	`jnl`	Distributed Control Design for Heterogeneous Interconnected Systems. IEEE Trans. Autom. Control. Yvonne R. Stürz, Annika Eichler, Roy S. Smith
2021	—	`conf`	Fault Analysis of the Beam Acceleration Control System at the European XFEL using Data Mining. ATS Arne Grünhagen, Julien Branlard, Annika Eichler, Gianluca Martino, Görschwin Fey, Marina Tropmann-Frick
2021	—	`conf`	Koopman-based Kalman Filter for Fault Detection for the Superconducting Radio Frequency Cavities of the European XFEL. CDC Wasif Haider Syed, Annika Eichler, Ayla Nawaz, Bindu Sharan, Herbert Werner
2021	J	`jnl`	Two-Stage Dual Dynamic Programming With Application to Nonlinear Hydro Scheduling. IEEE Trans. Control. Syst. Technol. Benjamin Flamm, Annika Eichler, Joseph Warrington, John Lygeros
2020	J	`jnl`	Distributed Control Design for Heterogeneous Interconnected Systems. CoRR Yvonne R. Stürz, Annika Eichler, Roy S. Smith
2020	J	`jnl`	Distributed Model Predictive Control for Linear Systems With Adaptive Terminal Sets. IEEE Trans. Autom. Control. Georgios Darivianakis, Annika Eichler, John Lygeros
2020	J	`jnl`	Distributed Model Predictive Control with Asymmetric Adaptive Terminal Sets for the Regulation of Large-scale Systems. CoRR Ahmed Aboudonia, Annika Eichler, John Lygeros
2020	J	`jnl`	Distributed Model Predictive Control with Reconfigurable Terminal Ingredients for Reference Tracking. CoRR Ahmed Aboudonia, Annika Eichler, John Lygeros
2020	J	`jnl`	Multiperiod Stochastic Peak Shaving Using Storage. CoRR Benjamin Flamm, Guillermo Ramos, Annika Eichler, John Lygeros
2019	—	`conf`	Approximate Explicit Model Predictive Controller using Gaussian Processes. CDC Matthias Binder, Georgios Darivianakis, Annika Eichler, John Lygeros
2019	—	`conf`	Controller Tuning by Bayesian Optimization An Application to a Heat Pump. ECC Mohammad Khosravi, Annika Eichler, Nicolas Schmid, Roy S. Smith, Philipp Heer
2019	—	`conf`	Data-Driven Predictive Control of Buildings; A Regression Based Approach. CCTA Mohammad Khosravi, Annika Eichler, Ahmed Aboudonia, Roger Buck, Roy S. Smith
2019	C	`conf`	Dynamic Mechanism Design for Human-in-the-Loop Control of Building Energy Consumption. ACC Maximilian Schütte, Ashish Ranjan Hota, Annika Eichler, John Lygeros
2018	J	`jnl`	Distributed Model Predictive Control for Linear Systems with Adaptive Terminal Sets. CoRR Georgios Darivianakis, Annika Eichler, John Lygeros
2018	—	`conf`	Dual Dynamic Programming for Nonlinear Control Problems over Long Horizons. ECC Benjamin Flamm, Annika Eichler, Joseph Warrington, John Lygeros
2018	—	`conf`	Humans-in-the-loop: A Game-Theoretic Perspective on Adaptive Building Energy Systems. ECC Annika Eichler, Georgios Darivianakis, John Lygeros
2018	—	`conf`	Scalable Controller Synthesis for Heterogeneous Interconnected Systems Applicable to an Overlapping Control Framework. ECC Yvonne R. Sturz, Annika Eichler, Roy S. Smith
2017	J	`jnl`	A Data-Driven Stochastic Optimization Approach to the Seasonal Storage Energy Management. IEEE Control. Syst. Lett. Georgios Darivianakis, Annika Eichler, Roy S. Smith, John Lygeros
2017	J	`jnl`	Fixed Mode Elimination by Minimum Communication Within an Estimator-Based Framework for Distributed Control. IEEE Control. Syst. Lett. Yvonne R. Sturz, Annika Eichler, Roy S. Smith
2017	J	`jnl`	Optimal convergence speed of consensus under constrained damping for multi-agent systems with discrete-time double-integrator dynamics. Syst. Control. Lett. Annika Eichler, Herbert Werner
2016	C	`conf`	Parameter Identification of Canalyzing Boolean Functions with Ternary Vectors for Gene Networks. SIMULTECH Annika Eichler, Gerwald Lichtenberg
2016	—	`conf`	Parameter Identification of Canalyzing and Nested Canalyzing Boolean Functions with Ternary Vectors for Gene Networks. SIMULTECH (Selected Papers) Annika Eichler, Gerwald Lichtenberg
2015	J	`jnl`	Control of Heterogeneous Groups of Systems Interconnected Through Directed and Switching Topologies. IEEE Trans. Autom. Control. Christian Hoffmann, Annika Eichler, Herbert Werner
2015	C	`conf`	Improved IQC description to analyze interconnected systems with time-varying time-delays. ACC Annika Eichler, Herbert Werner
2015	—	`conf`	Optimal convergence speed with constrained damping of double-integrator multi-agent systems with undirected topology. CDC Annika Eichler, Herbert Werner
2014	J	`jnl`	Closed-form solution for optimal convergence speed of multi-agent systems with discrete-time double-integrator dynamics for fixed weight ratios. Syst. Control. Lett. Annika Eichler, Herbert Werner
2014	C	`conf`	Control of heterogeneous groups of LPV systems interconnected through directed and switching topologies. ACC Christian Hoffmann, Annika Eichler, Herbert Werner
2014	C	`conf`	Reduced-size LFT closed-loop modeling of decomposable systems with simplified controller synthesis. ACC Annika Eichler, Christian Hoffmann, Herbert Werner
2014	J	`jnl`	Robust control of decomposable LPV systems. Autom. Annika Eichler, Christian Hoffmann, Herbert Werner
2013	—	`conf`	Convergence bounds for discrete-time second-order multi-agent-systems. ECC Annika Eichler, Herbert Werner
2013	C	`conf`	Design of Tutorial Activities and Homework Assignments for a Large-Enrollment Introductory Course in Control Systems. ACE Annika Eichler, Christian Hoffmann, Christian Kautz, Herbert Werner
2013	C	`conf`	Distributed control of linear parameter-varying decomposable systems. ACC Christian Hoffmann, Annika Eichler, Herbert Werner
2013	—	`conf`	Hybrid Multilinear Modeling and Applications. SIMULTECH (Selected Papers) Georg Pangalos, Annika Eichler, Gerwald Lichtenberg
2013	C	`conf`	Performance bounds on decomposable systems. ACC Annika Eichler, Herbert Werner
2013	—	`conf`	Robust control of decomposable LPV systems under time-invariant and time-varying interconnection topologies (Part 1). CDC Annika Eichler, Christian Hoffmann, Herbert Werner
2013	—	`conf`	Robust control of decomposable LPV systems under time-invariant and time-varying interconnection topologies (Part 2). CDC Annika Eichler, Christian Hoffmann, Herbert Werner
2013	—	`conf`	Robust stability analysis of interconnected systems with uncertain time-varying time delays via IQCs. CDC Annika Eichler, Christian Hoffmann, Herbert Werner
2013	C	`conf`	Tensor Systems - Multilinear Modeling and Applications. SIMULTECH Georg Pangalos, Annika Eichler, Gerwald Lichtenberg