Multi-variable Bayesian optimization for a new composition with high Na<sup>+</sup> conductivity in the Na<sub>3</sub>PS<sub>4</sub> family
Jung Young Seo, Sunggeun Shim, Jin-Woong Lee, Byung Do Lee, Sangwon Park, Woon Bae Park, Suyeon Han, Myoungho Pyo, Kee‐Sun Sohn
Abstract
A Bayesian optimization (BO) algorithm is employed to discover new Na 3 PS 4 compositions with a high σ ion in a multi-dimensional co-doped search space.
Topics & Concepts
Bayesian optimizationBayesian probabilityConductivityMaterials scienceDopingSpace (punctuation)IonVariable (mathematics)Computer scienceAnalytical Chemistry (journal)PhysicsChemistryOptoelectronicsMathematicsArtificial intelligencePhysical chemistryChromatographyMathematical analysisOperating systemQuantum mechanicsAdvanced Battery Materials and TechnologiesSolid-state spectroscopy and crystallographyAdvancements in Battery Materials