# Bead geometry modeling on uneven base metal surface by fuzzy systems for multi-pass welding

> Research article (Expert Systems with Applications, 2021) · cited 17× · AI/ML

**Wikidata**: [openalex:W3185945603](https://www.wikidata.org/wiki/openalex:W3185945603)  
**Source**: https://4ort.xyz/entity/bead-geometry-modeling-on-uneven-base-metal-surface-by-fuzzy-systems-for-multi-pass-welding