# Fast characterization of biomass pyrolysis oil via combination of ATR-FTIR and machine learning models

> Research article (Renewable Energy, 2022) · cited 41× · AI/ML

**Wikidata**: [openalex:W4281397258](https://www.wikidata.org/wiki/openalex:W4281397258)  
**Source**: https://4ort.xyz/entity/fast-characterization-of-biomass-pyrolysis-oil-via-combination-of-atr-ftir-and-machine-learning-models