Accelerated discovery of highly active enzyme nanohybrids with parallelized Bayesian optimization in hybrid space

Accelerated discovery of highly active enzyme nanohybrids with parallelized Bayesian optimization in hybrid space

AI is transforming protein engineering, but the immobilization of enzymes often impairs their activity. Here, the authors present a machine-learning-based workflow that can be used to identify optimal nanohybrids with high activity recovery across diverse enz…

  • Bell, E. L. et al. Biocatalysis. Nat. Rev. Methods Primers1, 45 (2021). Google Scholar 
  • Chen, K. & Arnold, F. H. Engineering new catalytic activities in enzymes. Nat. Catal.3, 2032… [+5912 chars]

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    Accelerated discovery of highly active enzyme nanohybrids with parallelized Bayesian optimization in hybrid space - FHMnews