# Construction and Application of LSTM-Based Prediction Model for Tunnel Surrounding Rock Deformation

> Research article (Sustainability, 2023) · cited 25× · AI/ML

**Wikidata**: [openalex:W4366549695](https://www.wikidata.org/wiki/openalex:W4366549695)  
**Source**: https://4ort.xyz/entity/construction-and-application-of-lstm-based-prediction-model-for-tunnel-surrounding-rock-deformation