Iowa State University

A contrastive-learning model that predicts the first three Enzyme Commission (EC) digits for enzymes whose exact (fourth-level) function was never seen during training.

A conditional variational autoencoder for controlled antimicrobial peptide design that disentangles sequence, function, and length in its latent space.