# Improving the diagnostics of underground pipelines at oilandgas enterprises based on determining hydrogen exponent (PH) of the soil media applying neural networks

> Research article (Eastern-European Journal of Enterprise Technologies, 2019) · cited 10× · AI/ML

**Wikidata**: [openalex:W2977389895](https://www.wikidata.org/wiki/openalex:W2977389895)  
**Source**: https://4ort.xyz/entity/improving-the-diagnostics-of-underground-pipelines-at-oilandgas-enterprises-based-on-determining-hydrogen-exponent-ph-of