Nature Communications (Nov 2023)

Exploration of truss metamaterials with graph based generative modeling

  • Angkur Jyoti Dipanka Shaikeea

DOI
https://doi.org/10.1038/s41467-023-43217-y
Journal volume & issue
Vol. 14, no. 1
pp. 1 – 3

Abstract

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In the expanding landscape of metamaterial design, Zheng and colleagues introduces a framework that bridges design and properties, using machine learning to enhance truss metamaterials. A neural network creates an interpretable, low-dimensional space, empowering designers to tailor mechanical properties.