Koopman-based Kalman Filter for Fault Detection for the Superconducting Radio Frequency Cavities of the European XFEL. - Wasif Haider Syed; Annika Eichler; Ayla Nawaz; Bindu Sharan; Herbert Werner (CDC, 2021)

Probabilistic model-based fault diagnosis for the cavities of the European XFEL. - Ayla Nawaz; Christian Herzog né Hoffmann; Jan Graßhoff; Sven Pfeiffer; Gerwald Lichtenberg; Philipp Rostalski (Autom., 2021)

Probabilistic model-based anomaly detection for the European X-ray free electron laser. - Ayla Nawaz (2023)