# Use of machine learning tools and NIR spectra to estimate residual moisture in freeze-dried products

> Research article (Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy, 2023) · cited 14× · AI/ML

**Wikidata**: [openalex:W4320731586](https://www.wikidata.org/wiki/openalex:W4320731586)  
**Source**: https://4ort.xyz/entity/use-of-machine-learning-tools-and-nir-spectra-to-estimate-residual-moisture-in-freeze-dried-products
