# Machine Learning-Assisted Sampling of Surfance-Enhanced Raman Scattering (SERS) Substrates Improve Data Collection Efficiency

> Research article (Applied Spectroscopy, 2021) · cited 22× · AI/ML

**Wikidata**: [openalex:W3191323162](https://www.wikidata.org/wiki/openalex:W3191323162)  
**Source**: https://4ort.xyz/entity/machine-learning-assisted-sampling-of-surfance-enhanced-raman-scattering-sers-substrates-improve-data-collection-efficie