An inverse design framework combining SDF representations with a classifier-free guided diffusion model for one-shot synthesis of functional microstructures. Conditioned on target stress-strain curves, it enables efficient metamaterial design. A Neural Operator Transformer (NOT) predicts mechanical responses for performance evaluation.
☆11Jul 29, 2026Updated 2 months ago
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