# Physics-informed deep learning method for predicting tunnelling-induced ground deformations

> Research article (Acta Geotechnica, 2023) · cited 109× · AI/ML

**Wikidata**: [openalex:W4365515700](https://www.wikidata.org/wiki/openalex:W4365515700)  
**Source**: https://4ort.xyz/entity/physics-informed-deep-learning-method-for-predicting-tunnelling-induced-ground-deformations