Dominik Polke

According to our database, Dominik Polke authored at least 5 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Polynomial Chaos Expanded Gaussian Process.

Dominik Polke, Tim Kösters, Elmar Ahle, Dirk Söffker

Mach. Learn. Knowl. Extr., 2026

Adaptive Learning with Gaussian Process Regression: A Comprehensive Review of Methods and Applications.

Dominik Polke, Elmar Ahle, Dirk Söffker

Mach. Learn. Knowl. Extr., 2026

2024

Coatings Intelligence: Data-driven Automation for Chemistry 4.0.

Sayed Hoseini, Gaoyuan Zhang, Dominik Polke, Alvin Surjana, Lasse Wagner, Christian Schmitz, Christoph Quix

Proceedings of the 7th IEEE International Conference on Industrial Cyber-Physical Systems, 2024

2023

Development of a Modular Automation Framework for Data-Driven Modeling and Optimization of Coating Formulations.

Dominik Polke, Alvin Surjana, Florian Diepers, Elmar Ahle, Dirk Söffker

Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

2022

Data-Driven Force Control of an Automated Scratch Test.

Florian Diepers, Dominik Polke, Elmar Ahle, Dirk Söffker

Proceedings of the 10th International Conference on Control, Mechatronics and Automation, 2022