# A Universal Machine Learning Framework for Electrocatalyst Innovation: A Case Study of Discovering Alloys for Hydrogen Evolution Reaction

> Research article (Advanced Functional Materials, 2022) · cited 102× · AI/ML

**Wikidata**: [openalex:W4296052761](https://www.wikidata.org/wiki/openalex:W4296052761)  
**Source**: https://4ort.xyz/entity/a-universal-machine-learning-framework-for-electrocatalyst-innovation-a-case-study-of-discovering-alloys-for-hydrogen-ev