# Training-free hyperparameter optimization of neural networks for electronic structures in matter

> Research article (Machine Learning Science and Technology, 2022) · cited 10× · AI/ML

**Wikidata**: [openalex:W4304607065](https://www.wikidata.org/wiki/openalex:W4304607065)  
**Source**: https://4ort.xyz/entity/training-free-hyperparameter-optimization-of-neural-networks-for-electronic-structures-in-matter