A data-driven approach to predicting band gap, excitation, and emission energies for Eu²⁺-activated phosphors

Abstract

An integrated ML model platform is developed to predict the peak emission wavelength (PEW), excitation band edge wavelength (EBEW), and band gap ( E g ) from structural, elemental, chemical, and physical descriptors of Eu 2+ -activated phosphors.