Rob Fergus

This paper introduces AlphaProtein Novo, a machine-learning pipeline for de novo enzyme design that outperforms natural sequence mining in creating enzymes for new-to-nature chemistry and substrates.

The paper trains a deep language model on 250 million protein sequences to learn biological representations that capture structural and functional properties.