A hierarchical SAM framework decouples macroscale mesh optimization from microscale inverse design to enable fast scalable creation of aperiodic shape-morphing metamaterials.
Encoding reprogrammable properties into magneto-mechanical materials via topology optimization.npj Computational Materials, 9(1):57
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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.