Δ-Machine learning-driven discovery of double hybrid organic–inorganic perovskites
Jialu Chen, Wenjun Xu, Rui-Qin Zhang
Abstract
The anisotropy of organic cations and Δ-machine learning were considered in predicting bandgaps of double hybrid organic–inorganic perovskites (DHOIPs). 19 promising DHOIPs with appropriate bandgaps for solar cells were screened out from 78 400 DHOIP.
Topics & Concepts
Materials scienceInorganic ChemicalLayered double hydroxidesAnisotropyPerovskite (structure)Double layeredNanotechnologyChemistryChemical engineeringInorganic chemistryEnvironmental chemistryPhysicsEngineeringOpticsComposite materialHydroxidePerovskite Materials and ApplicationsConducting polymers and applicationsQuantum Dots Synthesis And Properties