Author

Qi-Gang Zhou

2 papers indexed here

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Sep 2026

Ourotide: decoding the hierarchical peptide recognition for generative design

Ourotide, a deep learning framework coupling conditional geometric flow matching with interface-aware affinity learning, outperforms generalist models in backbone accuracy, interface recovery, and affinity prediction and suggests that overcoming data scarcity in the physical sciences requires physics-guided data augmen...

Yu-Hang Shen, Jie Zhang, Zhou-Yue Wu et al. · bioRxiv · 0 citations

Open access Aug 2026

A prefrontal cortex-piriform cortex circuit mediates diminished interest.

These findings uncover a previously unrecognized cortical pathway dedicated to interest encoding and establish a circuit-level framework for explaining the selective vulnerability of interest under chronic stress.

Tian Xia, Jialin Chen, Hui-Jie Zhang et al. · Molecular Psychiatry · 0 citations