Béla P. Frohn

Fluxion generates enzyme function predictions by modeling electron flow trajectories, enabling function generation beyond static classification.

The paper introduces PUREdrop, an automated microfluidic platform for screening designed proteins with emergent functions, demonstrating its use on FtsZ variants and modulators.

This study combines in silico, in vitro, and in vivo screening to design and validate an ML-generated protein with emergent self-organizing function in E. coli.

This study identifies three archaeal ESCRT-based cell division mechanisms and suggests an evolutionary link between archaea and eukaryotes through ESCRT similarity.