Performance prediction and optimization of perovskite solar cells based on the Bayesian approach
Wenhao Li, Jinghao Hu, Zhengxin Chen, Haoyu Jiang, Jiang Wu, Xiangrui Meng, Xu Fang, Jia Lin, Xinxia Ma, Tianshuo Yang, Peiyang Cheng, Rui Xie
Topics & Concepts
Bayesian optimizationRandom forestMachine learningComputer scienceArtificial intelligenceGradient boostingDecision treek-nearest neighbors algorithmTree (set theory)Boosting (machine learning)Bayesian probabilityPhotovoltaic systemInverseNaive Bayes classifierRegressionAlgorithmMaterials scienceSupport vector machineMathematicsStatisticsGeometryEcologyMathematical analysisBiologyPerovskite Materials and ApplicationsChalcogenide Semiconductor Thin FilmsQuantum Dots Synthesis And Properties