Shuyi Zhang

The paper introduces a modular framework for designing eukaryotic transcription factors by separating functional domains and using synthetic promoters to control gene regulation.

This study introduces RelaVDEP, a virtual directed evolution pipeline using reinforcement learning to accelerate protein mutation discovery, showing improved catalytic activity in PETase through novel mutations.