Liang Gao, Siqin Song, Jiaping Lin*, Yinyi Xu, Liquan Wang, Lei Du

AI-Assisted Design of Advanced Polymeric Materials: Challenges and Solutions

Adv. Mater. 2026, e16857


Yinyi Xu, Wanxun Feng, Liang Gao, Liquan Wang,* Jiaping Lin,* Xiangfei Ye, Lei Liang,and Lei Du

De Novo Design of Polyimides Leveraging Deep Reinforcement Learning Agent

Adv. Mater. 2026, 38, e11099


Wenhao Gao, Shuxiao Wang, Liang Gao*, Jiaping Lin*, Chunhua Cai

Hierarchical Helical Toroids Constructed from One-pot Controllable Self-Assembly of Polypeptides

Angew. Chem. Int. Ed. 2026, e24375 (Very Important Paper)


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AI-Powered Inverse Design of High-Performance Unidirectional CFRP Composites: Breaking the Compressive-Tensile Trade-Off via Machine Learning

Macromol. Rapid Commun. 2026, e00482