Workpiece Image-based Tool Wear Classification in Blanking Processes Using Deep Convolutional Neural Networks. - Dirk Alexander Molitor; Christian Kubik; Ruben Helmut Hetfleisch; Peter Groche (CoRR, 2021)

Smart sheet metal forming: importance of data acquisition, preprocessing and transformation on the performance of a multiclass support vector machine for predicting wear states during blanking. - Christian Kubik; Sebastian Michael Knauer; Peter Groche (J. Intell. Manuf., 2022)

Tool Wear Segmentation in Blanking Processes with Fully Convolutional Networks based Digital Image Processing. - Clemens Schlegel; Dirk Alexander Molitor; Christian Kubik; Daniel Michael Martin; Peter Groche (CoRR, 2023)

Zuverlässige maschinelle Lernmodelle zur Zustandsdiagnose von Fertigungsprozessen am Beispiel des Stanzens. - Christian Kubik (2024)