Predicting power conversion efficiency of binary organic solar cells based on Y6 acceptor by machine learning
Qiming Zhao, Yuqing Shan, Chongchen Xiang, Jinglun Wang, Yingping Zou, Guangjun Zhang, Wanqiang Liu
Topics & Concepts
Gradient boostingBoosting (machine learning)Photovoltaic systemOrganic solar cellAcceptorDecision treeComputer scienceEnergy conversion efficiencyPearson product-moment correlation coefficientCorrelation coefficientArtificial intelligencePredictive powerMachine learningBinary numberMaterials sciencePolymerRandom forestMathematicsStatisticsEngineeringOptoelectronicsPhilosophyComposite materialEpistemologyElectrical engineeringCondensed matter physicsPhysicsArithmeticOrganic Electronics and PhotovoltaicsConducting polymers and applicationsPerovskite Materials and Applications