Predicting perovskite solar cell stability using CatBoost with Bayesian optimization and SHAP interpretability analysis

Journal of Alloys and Compounds 2026

View at publisher
Authors: Qiu Zhao, Yuhang He, Suxun Zhang, Tongyu Zhang, Li Zhang, Dage Liu
DOI: 10.1016/j.jallcom.2026.186879
Cited by: 3
References: 44

Fields of Study & Subjects

Perovskite Materials and Applications Machine Learning in Materials Science Inorganic Chemistry and Materials

Publication details

Journal / source
Journal of Alloys and Compounds
Publisher
Elsevier BV
Volume
1057
Pages
186879–186879
Publication date
16 February 2026
Language
EN