Predicting the device performance of the perovskite solar cells from the experimental parameters through machine learning of existing experimental results
Yao Lu, Dong Wei, Wu Liu, Juan Meng, Xiaomin Huo, Yù Zhang, Zhiqin Liang, Bo Qiao, Suling Zhao, Dandan Song, Zheng Xu
Topics & Concepts
FabricationMaterials sciencePerovskite (structure)Computer scienceMean squared errorMachine learningWork (physics)Artificial intelligenceMechanical engineeringMathematicsStatisticsEngineeringChemical engineeringAlternative medicinePathologyMedicinePerovskite Materials and ApplicationsQuantum Dots Synthesis And PropertiesChalcogenide Semiconductor Thin Films