Accurate predictive model of band gap with selected important features based on explainable machine learning

Joohwi Lee, Kaito Miyamoto

In the rapidly advancing field of materials informatics, nonlinear machine learning models have demonstrated exceptional predictive capabilities for material properties. However, t…