Learning properties of ordered and disordered materials from multi-fidelity data
Chi Chen, Yunxing Zuo, Weike Ye, Xiangguo Li, Shyue Ping Ong
Topics & Concepts
GraphComputer scienceBridging (networking)Band gapMaterials informaticsArtificial intelligenceMaterial propertiesStatistical physicsTheoretical computer scienceGraph theoryMachine learningExperimental dataTopological data analysisMaterials scienceDeep learningScarcityResolution (logic)Machine Learning in Materials ScienceAdvanced Graph Neural NetworksQuantum many-body systems