# Automating alloy design and discovery with physics-aware multimodal multiagent AI

> Research article (Proceedings of the National Academy of Sciences, 2025) · cited 41× · AI/ML

**Wikidata**: [openalex:W4406794696](https://www.wikidata.org/wiki/openalex:W4406794696)  
**Source**: https://4ort.xyz/entity/automating-alloy-design-and-discovery-with-physics-aware-multimodal-multiagent-ai