Machine learning to navigate fitness landscapes for protein engineering
Chase R. Freschlin, Sarah A. Fahlberg, Philip A. Romero
Topics & Concepts
Sequence spaceComputer scienceSequence (biology)Artificial intelligenceWorkflowFunction (biology)Protein engineeringMachine learningIn silicoProtein sequencingProtein functionProtein function predictionGenerative grammarComputational biologyBiologyPeptide sequenceMathematicsPure mathematicsGeneGeneticsBiochemistryEnzymeDatabaseEvolutionary biologyBanach spaceProtein Structure and DynamicsRNA and protein synthesis mechanismsGenomics and Phylogenetic Studies