# Early-Warning System for Copper Alloy Abnormal Molten Pool in Wire-Arc Additive Manufacturing via Convolutional Neural Network Method

> Research article (Journal of Materials Engineering and Performance, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4321501226](https://www.wikidata.org/wiki/openalex:W4321501226)  
**Source**: https://4ort.xyz/entity/early-warning-system-for-copper-alloy-abnormal-molten-pool-in-wire-arc-additive-manufacturing-via-convolutional-neural-n