A hierarchical SAM framework decouples macroscale mesh optimization from microscale inverse design to enable fast scalable creation of aperiodic shape-morphing metamaterials.
IH-GAN: A conditional generative model for implicit surface-based inverse design of cellular structures.Computer Methods in Applied Mechanics and Engineering, 396:115060
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Scalable Active Metamaterials for Shape-Morphing
A hierarchical SAM framework decouples macroscale mesh optimization from microscale inverse design to enable fast scalable creation of aperiodic shape-morphing metamaterials.