Reaction-Conditioned Enzyme Discovery with Multimodal Deep Learning
Ziyi Zhou, Yutong Hu, Yuanzhen Zhang, Xinnan Fu, Runye Huang, Bozitao Zhong, Xiaoran Cheng, Jin Huang, Qin Xu, Shuangjun Lin, Linquan Bai, Liang Hong, Pan Tan
This paper introduces VenusRXN, a deep learning framework for reaction-conditioned enzyme discovery, achieving high accuracy in identifying enzymes for novel reactions.
bioRxiv · Mar 10, 2026 · PreprintSynthetic Biology