Accurate bandgap predictions of solids assisted by machine learning
Tao Wang, Xiaoxing Tan, Yadong Wei, Hao Jin
Topics & Concepts
Materials scienceHybrid functionalDensity functional theoryMean squared errorBand gapBiological systemClassifier (UML)Machine learningComputer scienceArtificial intelligenceStatisticsMathematicsPhysicsOptoelectronicsBiologyQuantum mechanicsMachine Learning in Materials ScienceX-ray Diffraction in CrystallographyElectronic and Structural Properties of Oxides