# Data augmentation using conditional generative adversarial networks: A deep learning-based study on corrosion rate prediction for buried oil and gas pipelines

> Research article (Process Safety and Environmental Protection, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4413847373](https://www.wikidata.org/wiki/openalex:W4413847373)  
**Source**: https://4ort.xyz/entity/data-augmentation-using-conditional-generative-adversarial-networks-a-deep-learning-based-study-on-corrosion-rate-predic