# Deep learning-based framework for the observation of real-time melt pool and detection of anomaly in wire-arc additive manufacturing

> Research article (Materials and Manufacturing Processes, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4386480136](https://www.wikidata.org/wiki/openalex:W4386480136)  
**Source**: https://4ort.xyz/entity/deep-learning-based-framework-for-the-observation-of-real-time-melt-pool-and-detection-of-anomaly-in-wire-arc-additive-m