# Combining convolutional neural networks and in‐line near‐infrared spectroscopy for real‐time monitoring of the chromatographic elution process in commercial production of notoginseng total saponins

> Research article (Journal of Separation Science, 2019) · cited 19× · AI/ML

**Wikidata**: [openalex:W2986261626](https://www.wikidata.org/wiki/openalex:W2986261626)  
**Source**: https://4ort.xyz/entity/combining-convolutional-neural-networks-and-inline-nearinfrared-spectroscopy-for-realtime-monitoring-of-the-chromatograp