High-Affinity Protein Binder Design via Flow Matching and In Silico Maturation
Qilin Yu, Liangyue Guo, Xiayan Qin, Xikun Huang, Baihui Tian, Hongzhun Wang, Yu Liu, Yunzhi Lang, Di Wang, Zhongkai Shen, Jie Lin, Mingchen Chen
This paper designs high-affinity protein binders using a computational framework combining flow matching and in silico maturation, achieving picomolar and nanomolar affinities without experimental screening.
bioRxiv · Jan 23, 2026 · PreprintBiochemistry