7 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 3 cited
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★ 7 cited
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…