# The need and approach for characterization - U.S. air force perspectives on materials state awareness

> Research article (AIP conference proceedings, 2018) · cited 14× · AI/ML

**Wikidata**: [openalex:W2800104232](https://www.wikidata.org/wiki/openalex:W2800104232)  
**Source**: https://4ort.xyz/entity/the-need-and-approach-for-characterization-u-s-air-force-perspectives-on-materials-state-awareness