# A recurrent neural network-based monitoring system using time-sequential molten pool images in wire arc directed energy deposition

> Research article (Mechanical Systems and Signal Processing, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4409349886](https://www.wikidata.org/wiki/openalex:W4409349886)  
**Source**: https://4ort.xyz/entity/a-recurrent-neural-network-based-monitoring-system-using-time-sequential-molten-pool-images-in-wire-arc-directed-energy-