# Data-driven and physics-informed neural network for predicting tunnelling-induced ground deformation with sparse data of field measurement

> Research article (Tunnelling and Underground Space Technology, 2024) · cited 41× · AI/ML

**Wikidata**: [openalex:W4400348571](https://www.wikidata.org/wiki/openalex:W4400348571)  
**Source**: https://4ort.xyz/entity/data-driven-and-physics-informed-neural-network-for-predicting-tunnelling-induced-ground-deformation-with-sparse-data-of