Droplet microfluidics has become a versatile tool for high-throughput phenotypic analysis of cells, employed in enzyme engineering, drug screening, and antibiotic assays. An important metric in such bioanalyses is the optical density (OD600) of the culture, but current methods for measuring OD600 within cultured drople...
G. T. Knecht, Max Unger, A. Narayan et al.· In Analysis· 0 citations
A variational autoencoder (VAE)-based model is developed that enables more precise clustering of enzymes and identifies functional relationships that traditional tools miss, demonstrating its potential to accelerate enzyme discovery for diverse biocatalytic applications.
Chang-Hwa Chiang, Daniel Ong, A. Narayan et al.· Proceedings of the National...· 0 citations
ABSTRACT Achieving selective oxygenation chemistry offers a powerful strategy for streamlining routes to complex target molecules, yet the development of site‐selective C–H functionalization reactions is challenging. Several enzyme families are capable of catalyzing C–H hydroxylation reactions and, in principle, provid...
Gonzalo J. Villegas Rodríguez, Evan O Romero, Jonathan C Perkins et al.· Angewandte Chemie· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.