# Prediction of gas drainage changes from nitrogen replacement: A study of a TCN deep learning model with integrated attention mechanism

> Research article (Fuel, 2023) · cited 34× · AI/ML

**Wikidata**: [openalex:W4386751909](https://www.wikidata.org/wiki/openalex:W4386751909)  
**Source**: https://4ort.xyz/entity/prediction-of-gas-drainage-changes-from-nitrogen-replacement-a-study-of-a-tcn-deep-learning-model-with-integrated-attent