Bandgap prediction of ABX3-type perovskites using Broad Learning System
Tian Tian, Tao Li, Gen Li, Fuchong Hao, Rong Tang, Zifan Yuan, Xueqin Liu
Topics & Concepts
Band gapMaterials sciencePerovskite (structure)Mean squared errorPerceptronSupport vector machineMultilayer perceptronRandom forestPhotoelectric effectArtificial intelligenceDensity functional theoryMachine learningOptoelectronicsComputer scienceArtificial neural networkStatisticsMathematicsCrystallographyPhysicsQuantum mechanicsChemistryPerovskite Materials and ApplicationsConducting polymers and applicationsMachine Learning and ELM