Dennis Grunert studied mechanical engineering and production technology at the Rheinisch-Westfälische Technische Hochschule Aachen. During this time, he has been working as a student assistant and later as a research assistant at the Fraunhofer IPT in the field of smart production. He is head of the department "Production Quality" since September 2022.
Find more publications by Dennis Grunert in the Fraunhofer-Publica.
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2025 | Multi-Objective Lookahead Bayesian Optimization for Process Parameter Optimization in Non-Isothermal Glass Molding Mende, Hendrik; Jäschke, Lukas; Schewinski, Gustavo; Grunert, Dennis; Schmitt, Robert H. |
Zeitschriftenaufsatz Journal Article |
| 2025 | Optimizing Non-Isothermal Glass Molding Processes: Methodology and Comparative Analysis of Sequential and Non-Sequential Approaches Mende, Hendrik; Leyendecker, Lars; Upadhyay, Kashyap; Grunert, Dennis; Schmitt, Robert H. |
Zeitschriftenaufsatz Journal Article |
| 2025 | A comparison of transformer and CNN-based object detection models for surface defects on Li-Ion Battery Electrodes Mattern, Alexander; Gerdes, Henrik; Grunert, Dennis; Schmitt, Robert H. |
Zeitschriftenaufsatz Journal Article |
| 2024 | AI Management Model for Production Heymann, Henrik; Hellmich, Jan Hendrik; Frye, Maik; Grunert, Dennis; Schmitt, Robert H. |
Konferenzbeitrag Conference Paper |
| 2024 | Holistic Approach for Digitalized Quality Assurance in Battery Cell Production Kies, Alexander; Abramowski, Johann-Philip; Ackermann, Thomas; Kux, Fabian Austen; Kreppein, Alexander; Grunert, Dennis; Schmitt, Robert H. |
Zeitschriftenaufsatz Journal Article |
| 2024 | Wie Machine Learning auf dem Shopfloor die Produktionsqualität steigert. Intelligente Qualitätsplattform Frye, Maik; Hellmich, Jan Hendrik; Leyendecker, Lars; Motz, Maximilian; Gabriel, Alexander; Heymann, Henrik; Grunert, Dennis; Schmitt, Robert |
Zeitschriftenaufsatz Journal Article |
| 2024 | Nachhaltige Steigerung der Produkt- und Prozessqualität Abramowski, Johann-Philip; Quito, Fernando; Grunert, Dennis; Schmitt, Robert |
Zeitschriftenaufsatz Journal Article |
| 2023 | Elaborating the potential of Artificial Intelligence in automated CAR-T cell manufacturing Bäckel, Niklas; Hort, Simon; Kis, Tamás; Nettleton, David F.; Egan, Joseph R.; Jacobs, John J.L.; Grunert, Dennis; Schmitt, Robert H. |
Zeitschriftenaufsatz Journal Article |
| 2023 | Machine Learning for Predictive Quality in Optics Production Heymann, Henrik; Grunert, Dennis; Schmitt, Robert H. |
Paper |
| 2023 | Pipeline for ontology-based modeling and automated deployment of digital twins for planning and control of manufacturing systems Göppert, Amon; Grahn, Lea; Rachner, Jonas; Grunert, Dennis; Hort, Simon; Schmitt, Robert H. |
Zeitschriftenaufsatz Journal Article |
Fraunhofer Institute for Production Technology IPT