# Hard-rock tunnel lithology identification using multi-scale dilated convolutional attention network based on tunnel face images

> Research article (Frontiers of Structural and Civil Engineering, 2023) · cited 13× · AI/ML

**Wikidata**: [openalex:W4391430892](https://www.wikidata.org/wiki/openalex:W4391430892)  
**Source**: https://4ort.xyz/entity/hard-rock-tunnel-lithology-identification-using-multi-scale-dilated-convolutional-attention-network-based-on-tunnel-face