Below you find a selection of research collaborations of different forms — active collaborations as well as former collaborations on specific topics (collaborations on papers, research projects, etc.)
Stanford University
Center of Sustainable Development and Global Competetiveness
AI for Sustainability
(visiting scholar 2024)
University of Calgary, Assistant Professor Dr. Barney Miao
AI for Sustainable materials
https://barneymiao.github.io/SbM-Lab/
Osnabrück University, Germany, Prof. Dr. Martin Atzmüller
Wittenstein and Resense GmbH, Timo Markert
Tactile sensing using sophisticated force/torque-sensors
in connection with machine learning methods
Otto von Guericke University Magdeburg, Germany, Prof. Dr. Myra Spiliopoulou
Research on Explainable AI on EEG time series
Pisa University, Italy, Assist. Prof. Riccardo Guidotti and team
Explainable AI on time series data
IT-Designers GmbH and Tübingen University, Germany
Research on Explainable AI
(collaboration on a PhD Thesis on ML-based analyses of data from sleep laboratories)
University of Applied Sciences Ingolstadt, Technical University Munich, Germany
Machine Learning-based predictive maintenance for automotive systems
paper: https://doi.org/10.1016/j.ress.2021.107864
Utrecht University, The Netherlands, Assist. Prof. Georg Krempl
Various aspects of concept drift and interactive learning
Bosch Corporate Research, Germany
Validation for autonomous driving
Bosch Automotive Electronics, Germany
Fault detection in electronic control units
Consortium of SMEs: Plan B., Fa. Maier GmbH, hema, aku.automation GmbH, Germany
Deep Learning-based visual quality inspection of work pieces