# Application of physics encoded neural networks to improve predictability of properties of complex multi-scale systems

> Research article (Scientific Reports, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4400265737](https://www.wikidata.org/wiki/openalex:W4400265737)  
**Source**: https://4ort.xyz/entity/application-of-physics-encoded-neural-networks-to-improve-predictability-of-properties-of-complex-multi-scale-systems
