Xinyu Hong

Retrieval Augmented Zero-Shot Enzyme Generation for Specified Substrate

Generating novel enzymes for target molecules in zero-shot scenarios is a fundamental challenge in biomaterial synthesis and chemical production. Without known enzymes for a target molecule, training generative models becomes difficult due to the lack of direct supervision. To address this, we propo…