# A framework based on nonlinear FE simulations and artificial neural networks for estimating the thermal profile in arc welding

> Research article (Finite Elements in Analysis and Design, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4386322611](https://www.wikidata.org/wiki/openalex:W4386322611)  
**Source**: https://4ort.xyz/entity/a-framework-based-on-nonlinear-fe-simulations-and-artificial-neural-networks-for-estimating-the-thermal-profile-in-arc-w