Physics-guided diffusion models for inverse design of disordered metamaterials
Disordered metamaterials are promising for programming physical properties, yet their inverse design remains challenging due to the non-intuitive structure-property relationships. Recent generative approaches, particularly diffusion models, have shown potential in high-dimensional inverse design tasks. However, existin...
Ziyuan Xie, Weipeng Xu, Dazhi Zhao et al.
· npj Computational Materials · 0 citations