Zero-shot rib design: merging training-free generative prior with topology optimization

Yongmin Kwon, Namwoo Kang

Natural load-bearing patterns such as leaf venation, trabecular bone, and spider webs achieve high stiffness per unit mass, yet classical topology optimizers rarely reach such geom…