Annika Eichler

Orcid: 0000-0003-3282-3135

Affiliations:
  • Hamburg University of Technology, Germany
  • Deutsches Elektronen-Synchrotron DESY, Germany


According to our database1, Annika Eichler authored at least 52 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Cheetah: Bridging the Gap Between Machine Learning and Particle Accelerator Physics with High-Speed, Differentiable Simulations.
CoRR, 2024

2023
Safe Multi-Task Bayesian Optimization.
CoRR, 2023

PACuna: Automated Fine-Tuning of Language Models for Particle Accelerators.
CoRR, 2023

Textual Analysis of ICALEPCS and IPAC Conference Proceedings: Revealing Research Trends, Topics, and Collaborations for Future Insights and Advanced Search.
CoRR, 2023

Log Anomaly Detection on EuXFEL Nodes.
CoRR, 2023

Learning to Do or Learning While Doing: Reinforcement Learning and Bayesian Optimisation for Online Continuous Tuning.
CoRR, 2023

Structured IQC Synthesis of Robust H<sub>2</sub> Controllers in the Frequency Domain.
CoRR, 2023

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.
Proceedings of the Lernen, 2023

Data-Based Condition Monitoring and Disturbance Classification in Actively Controlled Laser Oscillators.
Proceedings of the Information Modelling and Knowledge Bases XXXV, 2023

Predictive Maintenance for the Optical Synchronization System of the European XFEL: A Systematic Literature Survey.
Proceedings of the Datenbanksysteme für Business, 2023

2022
Distributed Model Predictive Control With Reconfigurable Terminal Ingredients for Reference Tracking.
IEEE Trans. Autom. Control., 2022

Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training.
Proceedings of the International Conference on Machine Learning, 2022

Online Computation of Terminal Ingredients in Distributed Model Predictive Control for Reference Tracking.
Proceedings of the European Control Conference, 2022

Convex Synthesis of Robust Distributed Controllers for the Optical Synchronization System at European XFEL.
Proceedings of the IEEE Conference on Control Technology and Applications, 2022

2021
Two-Stage Dual Dynamic Programming With Application to Nonlinear Hydro Scheduling.
IEEE Trans. Control. Syst. Technol., 2021

Distributed Control Design for Heterogeneous Interconnected Systems.
IEEE Trans. Autom. Control., 2021

Comparative Evaluation of Semi-Supervised Anomaly Detection Algorithms on High-Integrity Digital Systems.
Proceedings of the 24th Euromicro Conference on Digital System Design, 2021

Koopman-based Kalman Filter for Fault Detection for the Superconducting Radio Frequency Cavities of the European XFEL.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Decentralized Output Feedback Control using Sparsity Invariance with Application to Synchronization at European XFEL.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Fault Analysis of the Beam Acceleration Control System at the European XFEL using Data Mining.
Proceedings of the 30th IEEE Asian Test Symposium, 2021

2020
Distributed Model Predictive Control for Linear Systems With Adaptive Terminal Sets.
IEEE Trans. Autom. Control., 2020

Multiperiod Stochastic Peak Shaving Using Storage.
CoRR, 2020

Distributed Model Predictive Control with Reconfigurable Terminal Ingredients for Reference Tracking.
CoRR, 2020

Distributed Model Predictive Control with Asymmetric Adaptive Terminal Sets for the Regulation of Large-scale Systems.
CoRR, 2020

2019
Controller Tuning by Bayesian Optimization An Application to a Heat Pump.
Proceedings of the 17th European Control Conference, 2019

Approximate Explicit Model Predictive Controller using Gaussian Processes.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Data-Driven Predictive Control of Buildings; A Regression Based Approach.
Proceedings of the 2019 IEEE Conference on Control Technology and Applications, 2019

Dynamic Mechanism Design for Human-in-the-Loop Control of Building Energy Consumption.
Proceedings of the 2019 American Control Conference, 2019

2018
Scalable Controller Synthesis for Heterogeneous Interconnected Systems Applicable to an Overlapping Control Framework.
Proceedings of the 16th European Control Conference, 2018

Dual Dynamic Programming for Nonlinear Control Problems over Long Horizons.
Proceedings of the 16th European Control Conference, 2018

Humans-in-the-loop: A Game-Theoretic Perspective on Adaptive Building Energy Systems.
Proceedings of the 16th European Control Conference, 2018

2017
Optimal convergence speed of consensus under constrained damping for multi-agent systems with discrete-time double-integrator dynamics.
Syst. Control. Lett., 2017

Fixed Mode Elimination by Minimum Communication Within an Estimator-Based Framework for Distributed Control.
IEEE Control. Syst. Lett., 2017

A Data-Driven Stochastic Optimization Approach to the Seasonal Storage Energy Management.
IEEE Control. Syst. Lett., 2017

2016
Parameter Identification of Canalyzing and Nested Canalyzing Boolean Functions with Ternary Vectors for Gene Networks.
Proceedings of the Simulation and Modeling Methodologies, Technologies and Applications, 2016

Parameter Identification of Canalyzing Boolean Functions with Ternary Vectors for Gene Networks.
Proceedings of the 6th International Conference on Simulation and Modeling Methodologies, 2016

2015
Control of Heterogeneous Groups of Systems Interconnected Through Directed and Switching Topologies.
IEEE Trans. Autom. Control., 2015

Optimal convergence speed with constrained damping of double-integrator multi-agent systems with undirected topology.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Improved IQC description to analyze interconnected systems with time-varying time-delays.
Proceedings of the American Control Conference, 2015

2014
Closed-form solution for optimal convergence speed of multi-agent systems with discrete-time double-integrator dynamics for fixed weight ratios.
Syst. Control. Lett., 2014

Robust control of decomposable LPV systems.
Autom., 2014

Control of heterogeneous groups of LPV systems interconnected through directed and switching topologies.
Proceedings of the American Control Conference, 2014

Reduced-size LFT closed-loop modeling of decomposable systems with simplified controller synthesis.
Proceedings of the American Control Conference, 2014

2013
Hybrid Multilinear Modeling and Applications.
Proceedings of the Simulation and Modeling Methodologies, Technologies and Applications, 2013

Tensor Systems - Multilinear Modeling and Applications.
Proceedings of the SIMULTECH 2013, 2013

Design of Tutorial Activities and Homework Assignments for a Large-Enrollment Introductory Course in Control Systems.
Proceedings of the 10th IFAC Symposium on Advances in Control Education, 2013

Convergence bounds for discrete-time second-order multi-agent-systems.
Proceedings of the 12th European Control Conference, 2013

Robust stability analysis of interconnected systems with uncertain time-varying time delays via IQCs.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Robust control of decomposable LPV systems under time-invariant and time-varying interconnection topologies (Part 2).
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Robust control of decomposable LPV systems under time-invariant and time-varying interconnection topologies (Part 1).
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Performance bounds on decomposable systems.
Proceedings of the American Control Conference, 2013

Distributed control of linear parameter-varying decomposable systems.
Proceedings of the American Control Conference, 2013


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