From traditional to AI-driven: The evolution of intelligent enzyme engineering for biocatalysis
Feifei Lv, Jiaxing Zhang, Shengping You, Wei Qi
Topics & Concepts
Directed evolutionProtein engineeringDirected Molecular EvolutionComputer scienceSynthetic biologyBiochemical engineeringEpistasisProtein designComputational biologyArtificial intelligenceSequence spaceMachine learningFitness landscapeDrug discoveryDeep learningBiocatalysisFunction (biology)Genetic FitnessTransformation (genetics)Field (mathematics)Sequence (biology)Metabolic engineeringProtein sequencingProtein foldingSelection (genetic algorithm)Protein Structure and DynamicsEnzyme Catalysis and ImmobilizationMachine Learning in Materials Science