# Physics-based machine learning method and the application to energy consumption prediction in tunneling construction

> Research article (Advanced Engineering Informatics, 2022) · cited 37× · AI/ML

**Wikidata**: [openalex:W4281777609](https://www.wikidata.org/wiki/openalex:W4281777609)  
**Source**: https://4ort.xyz/entity/physics-based-machine-learning-method-and-the-application-to-energy-consumption-prediction-in-tunneling-construction