Anomaly detection in hot forming processes using hybrid modeling. - Cederic Lenz; Christian Henke; Ansgar Trächtler (ETFA, 2021)

Anomaly Detection in Hot Forming Processes using Hybrid Modeling - Part II. - Cederic Lenz; Fabian Hanke; Christian Henke; Ansgar Trächtler (ETFA, 2022)

A Methodical Approach to Hybrid Modelling for Contextual Anomaly Detection on Time-Series Data. - Cederic Lenz; Christian Henke; Ansgar Trächtler (INDIN, 2023)

Contextual Anomaly Detection in Hot Forming Production Line using PINN Architecture. - Cederic Lenz; Maximilian Bause; Fabian Reiling; Christian Henke; Ansgar Trächtler (AIM, 2024)

Boosting Low Data PINN Robustness with Transfer Learning. - Cederic Lenz; Maximilian Bause; Christian Henke; Ansgar Trächtler (ICARM, 2024)