Yongwon Jung

A machine learning framework for predicting and modulating condition-dependent protein phase separation

LLPSense predicts and modulates condition-dependent protein phase separation using machine learning, revealing new insights into disease mechanisms and enabling programmable condensates.

Microenvironmental Determinants of Reaction Kinetics in Biomolecular Condensates Probed with Protein Ligation

The paper investigates how the microenvironment within biomolecular condensates affects reaction kinetics using protein ligation as a model, identifying effective concentration, hydrophilicity, and water activity as key factors.