# Process mapping and anomaly detection in laser wire directed energy deposition additive manufacturing using in-situ imaging and process-aware machine learning

> Research article (Materials & Design, 2024) · cited 31× · AI/ML

**Wikidata**: [openalex:W4401947013](https://www.wikidata.org/wiki/openalex:W4401947013)  
**Source**: https://4ort.xyz/entity/process-mapping-and-anomaly-detection-in-laser-wire-directed-energy-deposition-additive-manufacturing-using-in-situ-imag