# Machine learning-driven optimization of mRNA-lipid nanoparticle vaccine quality with XGBoost/Bayesian method and ensemble model approaches

> Research article (Journal of Pharmaceutical Analysis, 2024) · cited 66× · AI/ML

**Wikidata**: [openalex:W4396738153](https://www.wikidata.org/wiki/openalex:W4396738153)  
**Source**: https://4ort.xyz/entity/machine-learning-driven-optimization-of-mrna-lipid-nanoparticle-vaccine-quality-with-xgboost-bayesian-method-and-ensembl