High-throughput calculation and machine learning of two-dimensional halide perovskite materials: Formation energy and band gap
Wenguang Hu, Lei Zhang
Topics & Concepts
Perovskite (structure)Band gapStability (learning theory)Machine learningMaterials scienceArtificial intelligenceDensity functional theoryHalideComputer scienceWorkflowPhotovoltaic systemAlgorithmOptoelectronicsPhysicsChemistryEngineeringQuantum mechanicsDatabaseInorganic chemistryCrystallographyElectrical engineeringPerovskite Materials and ApplicationsMachine Learning in Materials ScienceQuantum Dots Synthesis And Properties