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cs.CE2026
Physics-guided diffusion models for inverse design of disordered metamaterials
Ziyuan Xie, Weipeng Xu, Dazhi Zhao +6
Disordered metamaterials are promising for programming physical properties across diverse applications, yet their inverse design remains challenging due to the non-intuitive struct…
cs.CE2022★ 2 cited
Learning the nonlinear dynamics of soft mechanical metamaterials with graph networks
Tianju Xue, Sigrid Adriaenssens, Sheng Mao
The dynamics of soft mechanical metamaterials provides opportunities for many exciting engineering applications. Previous studies often use discrete systems, composed of rigid elem…