Zicheng Ma

JustEvo: A Prior-Guided Adaptive Mixture-of-Experts Framework for Multifunctional Protein Directed Evolution

Abstract Machine-learning-guided directed evolution can reduce the experimental burden of protein engineering by prioritizing variants before they are tested. In practice, however, many campaigns begin with few or no target-specific measurements, face choices about how to use het...