Exploration of truss metamaterials with graph based generative modeling.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 37990017.
- Also identified by DOI 10.1038/s41467-023-43217-y and PMC identifier 10663501.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
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.