论文


Shizhao Zhang, Shuixing Li, Siqin Song, Yang Zhao, Liang Gao*, Hongzheng Chen*, Hanying Li, Jiaping Lin*

Deep Learning-Assisted Design of Novel DonorAcceptor Combinations for Organic Photovoltaic Materials with Enhanced Efficiency

Adv. Mater. 2024, 2407613


Liang Gao, Jiaping Lin*, Liquan Wang, and Lei Du

Machine Learning-Assisted Design of Advanced Polymeric Materials

Acc. Mater. Res. 2024, 5, 571-584


Chunhua Cai, Hongfeng Tang, Feiyan Li, Zhanwen Xu*, Jiaping Lin*, Da Li, Zhengmin Tang, Chunming Yang, and Liang Gao

Archimedean Spirals with Controllable Chirality: Disk Substrate-Mediated Solution Assembly of Rod–Coil Block Copolymers

JACS Au 2024, 4, 2363-2371


Guomei Zhao#, Tianhao Xu#, Xuemeng Fu, Wenlin Zhao, Liquan Wang*, Jiaping Lin*, Yaxi Hu, Lei Du

Machine-learning-assisted multiscale modeling strategy for predicting mechanical properties of carbon fiber reinforced polymers

Compos. Sci. Technol. 2024, 248, 110455

Wenlin Zhao#, Xuemeng Fu#, Xinyao Xu, Liangshun Zhang*, Liquan Wang*, Jiaping Lin*, Yaxi Hu, Liang Gao, Lei Du, Xiaohui Tian

Design of multicomponent thermosetting polymers with enhanced tensile properties through active learning

Compos. Sci. Technol. 2024, 256, 110779


Xuan Jiang#, Xiangfei Ye#, Liangshun Zhang*, Jiaping Lin*

Discovery of Copolymer Resins with Optimal ViscosityToughnessHeat Resistance Trade-Offs via the Material Genome Approach

Chem. Mater. 2024, DOI:10.1021/acs.chemmater.4c02920


Qipeng Song, Pengchao Wu, Fan Liu, Zichao Sun, Caixia Jiang, Liang Gao, Jianzhuang Chen, Haibao Jin*, Jiaping Lin*, and Shaoliang Lin*

Ultrathin Polymer Nanotubes Assembled from Side-Chain Amphiphilic Alternating Azocopolymers for the Potential of Highly-Efficient and Photo-Controllable Dye Removal

Macromolecules 2024, 57, 5892-5901


Kexin Cao, Yue Du, Jiaping Lin*, Chunhua Cai*

Regulating the Chirality of the Superhelices Self-Assembled from Block Copolymer/Homopolymer Binary Systems by the Mixing Ratio of the Polymers

Macromolecules 2024, 57, 6514-6521


Tao Zeng, Jiaping Lin, Liangshun Zhang*

Enhancement of Mechanical Performance of Nanostructured Materials by Architectural Design of Pentablock Terpolymers

Macromolecules 2024, 57, 7990-8002


Ruiqi Jin, Yue Du, Jiaping Lin*, Chunhua Cai*

Homochiral 8-shaped nanotoroids assembled from polypeptides

Giant 2024, 20, 100343


Liang Gao#, Zhengmin Tang#, Jiaping Lin, Chunhua Cai, and Gerald Guerin

Living Growth Kinetics of Polymeric Micelles on a Substrate

Langmuir 2024, 40, 9613-9621


Shuang Song#, Xinyao Xu#, Haoxiang Lan, Liang Gao*, Jiaping Lin*, Lei Du, Yuyuan Wang

Design of Co-Cured Multi-Component Thermosets with Enhanced Heat Resistance, Toughness, and Processability via a Machine Learning Approach

Macromol. Rapid Commun. 2024, 45, 2400337


Jiaqi An, Yanlong Ran, Jiaping Lin, Liangshun Zhang*

Prediction of microstructural evolution of multicomponent polymers by Physics-Informed neural networks

Comp. Mater. Sci. 2024, 246, 113502