Large language models generate functional protein sequences across diverse families
Ali Madani, Ben Krause, Eric R. Greene, Subu Subramanian, Benjamin P. Mohr, James M. Holton, J.L. Olmos, Caiming Xiong, Zachary Z. Sun, Richard Socher, James S. Fraser, Nikhil Naik
Topics & Concepts
Protein superfamilyComputational biologyProtein engineeringProtein familyMutaseFunction (biology)Protein sequencingBiologyComputer scienceSequence (biology)Chorismate mutaseNatural language processingGeneticsPeptide sequenceBiochemistryAmino acidGeneEnzymePhenylalanineRNA and protein synthesis mechanismsMachine Learning in BioinformaticsProtein Structure and Dynamics