# A novel framework for effective structural vulnerability assessment of tubular structures using machine learning algorithms (GA and ANN) for hybrid simulations

> Research article (Nonlinear Engineering, 2024) · cited 31× · AI/ML

**Wikidata**: [openalex:W4391758326](https://www.wikidata.org/wiki/openalex:W4391758326)  
**Source**: https://4ort.xyz/entity/a-novel-framework-for-effective-structural-vulnerability-assessment-of-tubular-structures-using-machine-learning-algorit