ElemeNet: Multiscale Molecular Machine Learning with Uncertainty Quantification Across the Periodic Table

Jacob W. Toney, Samir Darouich, Yiran Wang +3

Advances in deep learning architectures and representations have enabled ML-driven chemical property prediction, but state-of-the-art (SOTA) models have remained largely confined t…