Using deep learning models for enzyme engineering

Deep learning models, including protein language models, have recently shown great potential for generating novel protein sequences and predicting fitness of mutant and wild-type enzymes. We collaborate with experimental scientists at NEB to develop and apply new deep-learning methods in practical enzyme engineering projects.


Simplified graphic showing deep learning models for enzyme discovery