Nantong University

Enzyme thermostability prediction from sequence, using segment-level attention over ESM-2 embeddings to rank mutation sites for protein engineering.

PROTAC degrader generation pipeline that screens target-binding fragments, then builds molecules under structure and physicochemical constraints.

AAV capsid design platform for gene therapy that steers a peptide language model toward inserts combining receptor targeting and production fitness.