Dominik Polke, M.Eng.

Dominik Polke

Hochschule Niederrhein

Kurzvita / CV

2021M.Eng. in Electrical Engineering,
Faculty of Electrical Engineering and Information Science,
University of Applied Sciences, Krefeld, Germany
2019B.Eng. in Electrical Engineering,
Faculty of Electrical Engineering and Information Science,
University of Applied Sciences, Krefeld, Germany

Veröffentlichungen / Publications

  • Polke, D.; Kösters, T.; Ahle, E.; Söffker, D.: Polynomial Chaos Expanded Gaussian Process. 41st International Conference on Machine Learning (ICML), Vienna, Austria, 2024, submitted.
  • Polke, D.; Surjana, A.; Diepers, F.; Ahle, E.; Söffker, D.: Development of a Modular Automation Framework for Data-Driven Modeling and Optimization of Coating Formulations. 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) , Sinaia, Romania, 01. Aug, 2023, pp. 1-8.
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  • Diepers, F.; Polke, D.; Ahle, E.; Söffker, D.: Comparison of Different Gaussian Process Models and Applications in Model Predictive Control. 23rd IEEE International Conference on Control, Automation and Systems (ICCAS), Yeosu, South Korea, 2023, pp. 54-59.
  • , [Link]
  • Diepers, F.; Polke, D.; Ahle, E.; Söffker, D.: Data-Driven Force Control of an Automated Scratch Test. 10th International Conference on Control, Mechatronics and Automation (ICCMA), Belval, Luxembourg, 2022, pp. 94-99.
  • , [Link]
  • Polke, D.; Diepers, F.; Ahle, E.; Söffker, D.: Development of a Framework for Data-Driven Modeling with Cloud Services in the Process Industry. IEEE International Conference on Automation, Robotics and Computer Engineering, Wuhan, China, 2022, pp. 109-115.
  • , [Link]