# Early sign detection for the stuck pipe scenarios using unsupervised deep learning

> Research article (Journal of Petroleum Science and Engineering, 2021) · cited 32× · AI/ML

**Wikidata**: [openalex:W3202867795](https://www.wikidata.org/wiki/openalex:W3202867795)  
**Source**: https://4ort.xyz/entity/early-sign-detection-for-the-stuck-pipe-scenarios-using-unsupervised-deep-learning