# Combination of integrated machine learning model frameworks and infrared spectroscopy towards fast and interpretable characterization of model pyrolysis oil

> Research article (Renewable Energy, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4402629937](https://www.wikidata.org/wiki/openalex:W4402629937)  
**Source**: https://4ort.xyz/entity/combination-of-integrated-machine-learning-model-frameworks-and-infrared-spectroscopy-towards-fast-and-interpretable-cha