# Intelligent Prediction and Application Research on Soft Rock Tunnel Deformation Based on the ICPO-LSTM Model

> Research article (Buildings, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4400885327](https://www.wikidata.org/wiki/openalex:W4400885327)  
**Source**: https://4ort.xyz/entity/intelligent-prediction-and-application-research-on-soft-rock-tunnel-deformation-based-on-the-icpo-lstm-model