| 2024 | EJC | Data-Driven Fault Localization in Cyber-Physical Systems Using Dependency Graphs and Anomaly Detection. | Arne Grnhagen, Annika Eichler, Marina Tropmann-Frick, Grschwin Fey |
| 2023 | BTW | Predictive Maintenance for the Optical Synchronization System of the European XFEL: A Systematic Literature Survey. | Arne Grnhagen, Marina Tropmann-Frick, Annika Eichler, Grschwin Fey |
| 2023 | EJC | Data-Based Condition Monitoring and Disturbance Classification in Actively Controlled Laser Oscillators. | Arne Grnhagen, Annika Eichler, Marina Tropmann-Frick, Grschwin Fey |
| 2022 | ICML | Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training. | Jan Kaiser, Oliver Stein, Annika Eichler |
| 2021 | DSD | Comparative Evaluation of Semi-Supervised Anomaly Detection Algorithms on High-Integrity Digital Systems. | Gianluca Martino, Arne Grnhagen, Julien Branlard, Annika Eichler, Grschwin Fey, Holger Schlarb |
| 2016 | SIMULTECH | Parameter Identification of Canalyzing Boolean Functions with Ternary Vectors for Gene Networks. | Annika Eichler, Gerwald Lichtenberg |
| 2016 | SIMULTECH | Parameter Identification of Canalyzing and Nested Canalyzing Boolean Functions with Ternary Vectors for Gene Networks. | Annika Eichler, Gerwald Lichtenberg |
| 2013 | SIMULTECH | Tensor Systems - Multilinear Modeling and Applications. | Georg Pangalos, Annika Eichler, Gerwald Lichtenberg |
| 2013 | SIMULTECH | Hybrid Multilinear Modeling and Applications. | Georg Pangalos, Annika Eichler, Gerwald Lichtenberg |