Dual-encoder contrastive learning accelerates enzyme discovery

Proceedings of the National Academy of Sciences, Volume 123, Issue 12, March 2026. <br/>SignificanceWhile nature has evolved enzymes to carry out a vast array of chemical transformations, selecting the ideal protein to initiate an enzyme engineering campaign often presents a significant challenge, slowing progress across biocatalysis and …