# A real-time prediction method for rate of penetration sequence in offshore deep wells drilling based on attention mechanism-enhanced BiLSTM model

> Research article (Ocean Engineering, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4408086019](https://www.wikidata.org/wiki/openalex:W4408086019)  
**Source**: https://4ort.xyz/entity/a-real-time-prediction-method-for-rate-of-penetration-sequence-in-offshore-deep-wells-drilling-based-on-attention-mechan