Silke Merkelbach

According to our database, Silke Merkelbach authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

A Fluid Mixing Benchmark for Anomaly Detection in CPS With Real and Simulated Data.

Malte Ramonat, Bernd Zimmering, Silke Merkelbach, Felix Gehlhoff, Oliver Niggemann, Alexander Fay

IEEE Access, 2025

Are Diagnostic Concepts Within the Reach of LLMs?

Anna Sztyber-Betley, Elodie Chanthery, Louise Travé-Massuyès, Silke Merkelbach, Karol Kukla, Maxence Glotin, Alexander Diedrich, Oliver Niggemann

Proceedings of the 36th International Conference on Principles of Diagnosis and Resilient Systems, 2025

2024

PID-Gen: Towards an Algorithm for the Generation of Random P&IDs.

Silke Merkelbach, Tim Heuwinkel, Roman Dumitrescu

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

Using Multi-Modal LLMs to Create Models for Fault Diagnosis (Short Paper).

Silke Merkelbach, Alexander Diedrich, Anna Sztyber-Betley, Louise Travé-Massuyès, Elodie Chanthery, Oliver Niggemann, Roman Dumitrescu

Proceedings of the 35th International Conference on Principles of Diagnosis and Resilient Systems, 2024

2022

Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications.

Silke Merkelbach, Sebastian von Enzberg, Arno Kühn, Roman Dumitrescu

Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

2020

From stirring to mixing: artificial intelligence in the process industry.

Valentin Khaydarov, Sebastian Heinze, Markus Graube, Andreas Knüpfer, Maximilian Knespel, Silke Merkelbach, Leon Urbas

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020