# Study on prediction models of oxygenated components content in biomass pyrolysis oil based on neural networks and random forests

> Research article (Biomass and Bioenergy, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4406136962](https://www.wikidata.org/wiki/openalex:W4406136962)  
**Source**: https://4ort.xyz/entity/study-on-prediction-models-of-oxygenated-components-content-in-biomass-pyrolysis-oil-based-on-neural-networks-and-random