# Improving failure modeling for gas transmission pipelines: A survival analysis and machine learning integrated approach

> Research article (Reliability Engineering & System Safety, 2023) · cited 42× · AI/ML

**Wikidata**: [openalex:W4386892956](https://www.wikidata.org/wiki/openalex:W4386892956)  
**Source**: https://4ort.xyz/entity/improving-failure-modeling-for-gas-transmission-pipelines-a-survival-analysis-and-machine-learning-integrated-approach