Interpretable machine learning-assisted screening of perovskite oxides
Jie Zhao, Xiaoyan Wang, Haobo Li, Xiaoyong Xu
Abstract
Interpretable machine learning is applied to screen potential perovskite oxides from virtual perovskite-type combinations generated by a constraint satisfaction problem technique.
Topics & Concepts
Perovskite (structure)Materials scienceComputer scienceArtificial intelligenceChemical engineeringEngineeringMachine Learning in Materials ScienceAdvancements in Solid Oxide Fuel CellsElectronic and Structural Properties of Oxides