Density of States Prediction for Materials Discovery via Contrastive Learning from Probabilistic Embeddings

Shufeng Kong, Francesco Ricci, Dan Guevarra +3

Machine learning for materials discovery has largely focused on predicting an individual scalar rather than multiple related properties, where spectral properties are an important…