PSO-SVR predicting for the Ehull of ABO3-type compounds to screen the thermodynamic stable perovskite candidates based on multi-scale descriptors
Lanping Chen, Xuechen Wang, Wenjie Xia, Changhai Liu
Topics & Concepts
Density functional theoryStability (learning theory)Particle swarm optimizationPerovskite (structure)Support vector machineMaterials scienceMachine learningComputer scienceConvex hullArtificial intelligenceChemistryComputational chemistryMathematicsRegular polygonCrystallographyGeometryMachine Learning in Materials SciencePerovskite Materials and ApplicationsAdvanced Thermoelectric Materials and Devices