# Nonlinear properties prediction and inverse design of a porous auxetic metamaterial based on neural networks

> Research article (Thin-Walled Structures, 2024) · cited 28× · AI/ML

**Wikidata**: [openalex:W4391847837](https://www.wikidata.org/wiki/openalex:W4391847837)  
**Source**: https://4ort.xyz/entity/nonlinear-properties-prediction-and-inverse-design-of-a-porous-auxetic-metamaterial-based-on-neural-networks