Combining component screening, machine learning and molecular engineering for the design of high-performance inverted perovskite solar cells
Boxue Zhang, Huaibiao Zeng, Haomiao Yin, Daming Zheng, Zhongquan Wan, Chunyang Jia, Thijs Stuyver, Junsheng Luo, Thierry Pauporté
Abstract
To develop efficient and stable inverted perovskite solar cells, we describe an innovative strategy that combines component screening, machine learning and molecular engineering.
Topics & Concepts
Component (thermodynamics)Perovskite (structure)Materials scienceComputer scienceNanotechnologyEngineeringPhysicsChemical engineeringThermodynamicsPerovskite Materials and ApplicationsQuantum Dots Synthesis And PropertiesChalcogenide Semiconductor Thin Films