Litcius/Paper detail

Improved physics-based structural descriptors of perovskite materials enable higher accuracy of machine learning

Changjiao Li, Hua Hao, Ben Xu, Zhonghui Shen, E Zhou, Dongbing Jiang, Hanxing Liu

2021Computational Materials Science30 citationsDOI

Topics & Concepts

Support vector machineArtificial intelligenceRandom forestMachine learningValence (chemistry)Computer scienceRegressionMaterials scienceMathematicsChemistryStatisticsOrganic chemistryMachine Learning in Materials SciencePerovskite Materials and ApplicationsX-ray Diffraction in Crystallography
Improved physics-based structural descriptors of perovskite materials enable higher accuracy of machine learning | Litcius