# A Strategic Approach to Machine Learning for Material Science: How to Tackle Real-World Challenges and Avoid Pitfalls

> Research article (Chemistry of Materials, 2022) · cited 57× · AI/ML

**Wikidata**: [openalex:W4294068999](https://www.wikidata.org/wiki/openalex:W4294068999)  
**Source**: https://4ort.xyz/entity/a-strategic-approach-to-machine-learning-for-material-science-how-to-tackle-real-world-challenges-and-avoid-pitfalls