Massimo G. Totaro

This paper introduces Riff-Diff, a machine learning and atomistic modeling method for designing enzymes with high catalytic activity and stereoselectivity, demonstrating its effectiveness for two chemical reactions.

ESM-Scan uses ESM zero-shot prediction to identify amino acid substitutions in proteins, showing effectiveness in predicting stability and function changes through benchmarking and experimental validation.