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cs.LG2025
Enhanced Data-driven Topology Design Methodology with Multi-level Mesh and Correlation-based Mutation for Stress-related Multi-objective Optimization
Jun Yang, Shintaro Yamasaki
Topology optimization (TO) serves as a widely applied structural design approach to tackle various engineering problems. Nevertheless, sensitivity-based TO methods usually struggle…
cs.LG2024
Data-driven topology design based on principal component analysis for 3D structural design problems
Jun Yang, Kentaro Yaji, Shintaro Yamasaki
Topology optimization is a structural design methodology widely utilized to address engineering challenges. However, sensitivity-based topology optimization methods struggle to sol…