Machine-learning-aided DFT-1/2 calculations for bandgaps of zinc oxide thin films

Engineering & Materials Science

• Density functional theory 100%
• Zinc oxide 88%
• Oxide films 82%
• Energy gap 75%
• Thin films 63%
• Machine learning 49%
• Genetic algorithms 35%
• Neural networks 30%
• Electronic structure 24%
• Zinc 18%
• Set theory 10%

Physics & Astronomy

• machine learning 85%
• zinc oxides 64%
• genetic algorithms 56%
• density functional theory 51%
• thin films 34%
• cut-off 27%
• radii 20%
• zinc 14%
• electronic structure 12%
• oxygen 10%
• simulation 6%

Chemical Compounds

• Zinc Oxide 65%
• Band Gap 50%
• Electronic State 16%
• Simulation 14%
• Dioxygen 10%