# An innovative application of machine learning in prediction of the syngas properties of biomass chemical looping gasification based on extra trees regression algorithm

> Research article (Energy, 2023) · cited 71× · AI/ML

**Wikidata**: [openalex:W4362638540](https://www.wikidata.org/wiki/openalex:W4362638540)  
**Source**: https://4ort.xyz/entity/an-innovative-application-of-machine-learning-in-prediction-of-the-syngas-properties-of-biomass-chemical-looping-gasific