معرفی
Ivo Couckuyt is an Assistant Professor at the Faculty of Engineering and Architecture, Ghent University, affiliated with the Department of Information Technology and the Internet Technology and Data Science Lab. He actively contributes to research projects funded by the Research Foundation - Flanders (FWO) and regional grants.
- Bayesian multi-objective optimization
- Surrogate modeling for engineering
- Uncertainty quantification
- Radar-based healthcare systems
His research spans machine learning, computational engineering, and multi-fidelity simulations, with recent work focusing on physics-informed optimization, efficient data transmission for radar systems, and nuclear fuel analysis. Publications emphasize Bayesian frameworks and gradient-enhanced kriging for complex systems.
As a PhD supervisor and promotor, he has guided 16 doctoral researchers across diverse topics including microwave filters, metamaterials, and radar healthcare applications. Current projects target additive manufacturing for electric machines and data-efficient generative models, combining uncertainty quantification with multi-physics simulations.
