Institute for Technologies and Management of Digital Transformation

Antonin Königsfeld

Scientific Researcher

Area of Research:

  • Machine and Deep Learning
  • Explainable AI
  • Industrial Artificial Intelligence
  • Data analysis and processing

Biography

Antonin Königsfeld has been a research assistant and doctoral candidate at the Institute for Technologies and Management of Digital Transformation at the University of Wuppertal since July 2024.

He studied industrial engineering with a focus on electrical engineering at Düsseldorf University of Applied Sciences and then moved to the University of Wuppertal for his master's degree with a focus on information technology and digitalization. In his master's thesis, he dealt with the interpretability of classification results for time series data from arc welding.

Antonin already worked as a research assistant at the TMDT during his studies and is now focusing his research on machine learning in an industrial context

 

Publications

2025
Königsfeld, A., Bergmann, D., Wunn, A., Tybussek, K., Karbasi, M., Heim, M., Tercan, H., & Meisen, T. (2025). "AI-driven Configuration for Filling Systems using Generative Adversarial Networks" , Procedia CIRP , 134 , 921—926.