Machine Learning Simplifies Complex Material Calculations
Key Points Koopmans functionals extend DFT to predict materials' spectral properties. Calculating accurate screening parameters is computationally intensive. A simple machine learning model significantly reduces calculation time. Ridge regression was used effectively with minimal data. The model was tested on...