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. Key Responsibilities: 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 developed methods
Present research findings at internal meetings, c...