Shu-Wen Pan

Transformer-based Discovery of Antimicrobial Peptides and Prediction of their Antibacterial Activity

Transformer-based protein language models are relatively stable, interpretable and scalable paradigms for AMP discovery and activity prediction, and they can help establish a practical computational pipeline that selects promising peptide candidates for experimental validation at a lower cost compared with traditional...