Wallenberg-NTU Postdoctoral Fellow

The Wallenberg-NTU Postdoctoral Fellowship is to bring outstanding young researchers, who have graduated from a Swedish university, to NTU for two years of postdoctoral research and studies. The Postdoctoral Fellows are given the opportunity to participate in a broad range of interdisciplinary activities and programs that characterize NTU’s approach to research and education.

The fellow in this research project is required to:

• Develop and implement decoupled AI-based surrogate models for reliability-based topology optimization
• Develop geometry-generalizing machine learning models
• Implement explainability-driven active learning strategies for RBTO problems
• Perform finite element simulations to be used within AI-based surrogate frameworks
• Validate developed methods using benchmark engineering case study problems
• Prepare technical reports, research publications, and documentation of de...