Low-N protein engineering with data-efficient deep learning
Surojit Biswas, Grigory Khimulya, Ethan C. Alley, Kevin M. Esvelt, George M. Church
Topics & Concepts
In silicoDirected evolutionComputer scienceProtein engineeringComputational biologyThroughputSynthetic biologyMutantProcess (computing)Directed Molecular EvolutionField (mathematics)Representation (politics)Artificial intelligenceBiologyMachine learningGeneticsGenePoliticsBiochemistryOperating systemLawPolitical scienceTelecommunicationsMathematicsPure mathematicsEnzymeWirelessViral Infectious Diseases and Gene Expression in InsectsRNA and protein synthesis mechanismsProtein Structure and Dynamics