# A deep learning-based surrogate model for probabilistic analysis of high-speed railway tunnel crown settlement in spatially variable soil considering construction process

> Research article (Engineering Applications of Artificial Intelligence, 2024) · cited 15× · AI/ML

**Wikidata**: [openalex:W4399279501](https://www.wikidata.org/wiki/openalex:W4399279501)  
**Source**: https://4ort.xyz/entity/a-deep-learning-based-surrogate-model-for-probabilistic-analysis-of-high-speed-railway-tunnel-crown-settlement-in-spatia