Michiel Straat
Postdoctoral Research Group Leader “Lifelong Machine Learning for Physical Systems”
Bielefeld University
Hi! I’m Michiel. I’m a researcher at Bielefeld University.
My research focuses on learning theory, physics-informed machine learning, reinforcement learning, surrogate modeling, and machine learning for smart manufacturing.
Before joining Bielefeld University, I worked at the University of Groningen on learning theory for neural networks and predictive maintenance.
Interests
- Machine Learning for Physical Systems
- Fluid Dynamics
- Industry 4.0
- Theory of Neural Networks
Education
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Postdoc and Junior Research Group Leader
Machine Learning group, Bielefeld University
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PhD in Theoretical Machine Learning and Industry 4.0
Intelligent Systems group, University of Groningen, PhD thesis
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MSc. in Computing Science (specialization: Machine Learning)
University of Groningen