Equivariant Graph Neural Networks Improve Optical Spectra Prediction for Materials Screening

Kasper Helverskov Petersen, François R J Cornet, Martin Ovesen +3

Scalable prediction of optical spectra is a critical component of high-throughput materials screening for optoelectronic applications such as solar cells. Existing surrogate models…