# Neural network force fields for simple metals and semiconductors: construction and application to the calculation of phonons and melting temperatures

> Research article (Physical Chemistry Chemical Physics, 2019) · cited 32× · AI/ML

**Wikidata**: [openalex:W2919248956](https://www.wikidata.org/wiki/openalex:W2919248956)  
**Source**: https://4ort.xyz/entity/neural-network-force-fields-for-simple-metals-and-semiconductors-construction-and-application-to-the-calculation-of-phon