Beijing University of Chemical Technology

Enzyme turnover number (kcat) prediction from sequence and substrate SMILES, scaling to genome-wide kinetic parameters for metabolic modeling.

Essential-protein prediction for prokaryotic genomes, pairing a frozen ESM-2 encoder with a bi-LSTM ensemble that generalizes to unseen species.