HPG-Diff: Hierarchical physics-guided diffusion with differentiable connectivity constraints for topology optimization

Jinbo Yang, Mingyue Yuan, Boyuan Zhang +2

Deep generative models offer a promising paradigm for topology optimization, enabling rapid design exploration. However, these approaches lack intrinsic physics guidance, often lea…