# Model-free inference of direct network interactions from nonlinear collective dynamics

> Research article (Nature Communications, 2017) · cited 160× · AI/ML

**Wikidata**: [openalex:W2774965730](https://www.wikidata.org/wiki/openalex:W2774965730)  
**Source**: https://4ort.xyz/entity/model-free-inference-of-direct-network-interactions-from-nonlinear-collective-dynamics