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Accelerated lattice constant prediction of perovskite materials (ABX3, A2BB′O6) using partial least squares and principal component regression methods

Jeric Briones, Mark Christian Guinto, Christian Mark Pelicano

2021Materials Letters21 citationsDOI

Topics & Concepts

Partial least squares regressionIonic radiusPrincipal component analysisLattice constantPrincipal component regressionMaterials scienceRegression analysisRegressionElectronegativityPerovskite (structure)Crystal structureLattice (music)Biological systemStatisticsThermodynamicsMathematicsDiffractionCrystallographyIonPhysicsChemistryOpticsBiologyAcousticsQuantum mechanicsPerovskite Materials and ApplicationsConducting polymers and applicationsTransition Metal Oxide Nanomaterials
Accelerated lattice constant prediction of perovskite materials (ABX3, A2BB′O6) using partial least squares and principal component regression methods | Litcius