Surrogate- and invariance-boosted contrastive learning for data-scarce applications in science

Charlotte Loh, Thomas Christensen, Rumen Dangovski +2

Deep learning techniques have been increasingly applied to the natural sciences, e.g., for property prediction and optimization or material discovery. A fundamental ingredient of s…