Synthetic BiologybioRxivPreprint
Microdroplet screening rapidly profiles a biocatalyst to enable its AI-assisted engineering
Maximilian Gantz, Simon V. Mathis, Friederike E. H. Nintzel…·Florian Hollfelder
The paper combines microfluidic screening with machine learning to rapidly engineer biocatalysts, achieving 23-fold improvement in catalytic efficiency through sequence-function mapping.
18 citations