# On Applying Machine Learning and Simulative Approaches to Railway Asset Management: The Earthworks and Track Circuits Case Studies

> Research article (Sustainability, 2020) · cited 28× · AI/ML

**Wikidata**: [openalex:W3013449855](https://www.wikidata.org/wiki/openalex:W3013449855)  
**Source**: https://4ort.xyz/entity/on-applying-machine-learning-and-simulative-approaches-to-railway-asset-management-the-earthworks-and-track-circuits-cas