# Effects of data smoothing and recurrent neural network (RNN) algorithms for real-time forecasting of tunnel boring machine (TBM) performance

> Research article (Journal of Rock Mechanics and Geotechnical Engineering, 2023) · cited 68× · AI/ML

**Wikidata**: [openalex:W4386418400](https://www.wikidata.org/wiki/openalex:W4386418400)  
**Source**: https://4ort.xyz/entity/effects-of-data-smoothing-and-recurrent-neural-network-rnn-algorithms-for-real-time-forecasting-of-tunnel-boring-machine