Advancing vapor-deposited perovskite solar cells<i>via</i>machine learning
Jiazheng Wang, Yuchen Qi, Haofeng Zheng, Ruilong Wang, Siyou Bai, Yanan Liu, Qi Liu, Jin Xiao, Dechun Zou, Shaocong Hou
Abstract
The optimal device architecture and its fabrication parameters for vapor-deposited perovskite solar cells are investigated by machine learning, predicting the highest power conversion efficiency of 26.1%.
Topics & Concepts
Perovskite (structure)FabricationMaterials scienceEnergy conversion efficiencyWater vaporComputer scienceOptoelectronicsEngineering physicsChemical engineeringEngineeringMeteorologyPhysicsMedicinePathologyAlternative medicinePerovskite Materials and ApplicationsConducting polymers and applicationsAdvanced Memory and Neural Computing