# Manifolds of quasi-constant SOAP and ACSF fingerprints and the resulting failure to machine learn four-body interactions

> Research article (The Journal of Chemical Physics, 2021) · cited 29× · AI/ML

**Wikidata**: [openalex:W4200204280](https://www.wikidata.org/wiki/openalex:W4200204280)  
**Source**: https://4ort.xyz/entity/manifolds-of-quasi-constant-soap-and-acsf-fingerprints-and-the-resulting-failure-to-machine-learn-four-body-interactions