DiffuMeta uses diffusion transformers and algebraic language representations to generate diverse 3D shell metamaterials with targeted stress-strain responses under large deformations including buckling and contact.
Multiscale Mechanics of Triply Periodic Minimal Sur- faces of Three-Dimensional Graphene Foams
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Hole doping in C136 schwarzite monotonically suppresses competing magnetism while preserving high DOS (~44.7 states/eV/cell), identifying a computational route for further superconductivity screening.
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Algebraic Language Models for Inverse Design of Metamaterials via Diffusion Transformers
DiffuMeta uses diffusion transformers and algebraic language representations to generate diverse 3D shell metamaterials with targeted stress-strain responses under large deformations including buckling and contact.
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Hole-Doping Suppresses Competing Magnetism in High-DOS C136 Carbon Schwarzite: A Computational Route Toward Superconductivity in Negative-Curvature Carbon Networks
Hole doping in C136 schwarzite monotonically suppresses competing magnetism while preserving high DOS (~44.7 states/eV/cell), identifying a computational route for further superconductivity screening.