Publications by authors named "Jiaping Lin"

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Polymerization-Induced Micelle Gelation.
Liangwei Lu, Shuxiao Wang, Wei Hong, Jiaping Lin, Liquan Wang

Macromol Rapid Commun· December 2025

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Hierarchical Helical Toroids Constructed from One-pot Controllable Self-Assembly of Polypeptides.
Wenhao Gao, Shuxiao Wang, Liang Gao, Jiaping Lin, Chunhua Cai

Angew Chem Int Ed Engl· December 2025

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Triangular Nanotoroids Self-Assembled from Polypeptide Homopolymers: The Formation Route and Mechanisms.
Yue Du, Yimeng Li, Ruiqi Jin, Jiaping Lin, Chunhua Cai

Angew Chem Int Ed Engl· November 2025

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AI-Assisted Design of Advanced Polymeric Materials: Challenges and Solutions.
Liang Gao, Siqin Song, Jiaping Lin, Yinyi Xu, Liquan Wang

Adv Mater· November 2025

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AI-Powered Inverse Design of High-Performance Unidirectional CFRP Composites: Breaking the Compressive-Tensile Trade-Off via Machine Learning.
Yinyi Xu, Jiani Zhang, Tianhao Xu, Haoxiang Lan, Liquan Wang, Jiaping Lin

Macromol Rapid Commun· September 2025

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De Novo Design of Polyimides Leveraging Deep Reinforcement Learning Agent.
Yinyi Xu, Wanxun Feng, Liang Gao, Liquan Wang, Jiaping Lin

Adv Mater· September 2025

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Convergence of DNA nanotechnology and polymer chemistry to 'synthesize' nanopolymers with branching architectures: a computational perspective.
Tianyun Cai, Qianlin Cai, Jiaping Lin, Liangshun Zhang

Soft Matter· May 2025

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Deep Learning-Assisted Design of Novel Donor-Acceptor Combinations for Organic Photovoltaic Materials with Enhanced Efficiency.
Shizhao Zhang, Shuixing Li, Siqin Song, Yang Zhao, Liang Gao, Jiaping Lin

Adv Mater· January 2025

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Transformation of exogenous hexavalent chromium in soil: Factors and modelling.
Ying Li, Jiaping Lin, Yang Wu, Song Jiang, Chaoran Huo

J Hazard Mater· December 2024

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Design of Co-Cured Multi-Component Thermosets with Enhanced Heat Resistance, Toughness, and Processability via a Machine Learning Approach.
Shuang Song, Xinyao Xu, Haoxiang Lan, Liang Gao, Jiaping Lin

Macromol Rapid Commun· October 2024

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Archimedean Spirals with Controllable Chirality: Disk Substrate-Mediated Solution Assembly of Rod-Coil Block Copolymers.
Chunhua Cai, Hongfeng Tang, Feiyan Li, Zhanwen Xu, Jiaping Lin

JACS Au· June 2024

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Living Growth Kinetics of Polymeric Micelles on a Substrate.
Liang Gao, Zhengmin Tang, Jiaping Lin, Chunhua Cai, Gerald Guerin

Langmuir· May 2024

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Prediction and Interpretability of Glass Transition Temperature of Homopolymers by Data-Augmented Graph Convolutional Neural Networks.
Junyang Hu, Zean Li, Jiaping Lin, Liangshun Zhang

ACS Appl Mater Interfaces· November 2023

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Efficient exploration of compositional space for high-performance copolymers Bayesian optimization.
Xinyao Xu, Wenlin Zhao, Liquan Wang, Jiaping Lin, Lei Du

Chem Sci· September 2023

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Harnessing Data Augmentation and Normalization Preprocessing to Improve the Performance of Chemical Reaction Predictions of Data-Driven Model.
Boyu Zhang, Jiaping Lin, Lei Du, Liangshun Zhang

Polymers (Basel)· May 2023

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Supramolecular Polymerization of Polymeric Nanorods Mediated by Block Copolymers.
Yike Yao, Liang Gao, Chunhua Cai, Jiaping Lin, Shaoliang Lin

Angew Chem Int Ed Engl· February 2023

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Patterning of Polymer-Functionalized Nanoparticles with Varied Surface Mobilities of Polymers.
Shuting Gong, Tianyi Wang, Jiaping Lin, Liquan Wang

Materials (Basel)· February 2023

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Hierarchical 2D-1D micelles self-assembled from the heterogeneous seeded-growth of rod-coil block copolymers.
Chengyan Zhang, Liang Gao, Jiaping Lin, Liquan Wang

Nanoscale· January 2023

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Machine-Learning-Assisted Design of Highly Tough Thermosetting Polymers.
Yaxi Hu, Wenlin Zhao, Liquan Wang, Jiaping Lin, Lei Du

ACS Appl Mater Interfaces· December 2022

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Kinetically Programming Copolymerization-like Coassembly of Multicomponent Nanoparticles with DNA.
Tianyun Cai, Shuochen Zhao, Jiaping Lin, Liangshun Zhang

ACS Nano· October 2022

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2D Liquid-Crystallization-Driven Self-Assembly of Rod-Coil Block Copolymers: Living Growth and Self-Similarity.
Chengyan Zhang, Jiaping Lin, Liquan Wang, Liang Gao

J Phys Chem Lett· July 2022

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Hierarchically Chiral Nanostructures Self-Assembled from Nanoparticle Tethered Block Copolymers.
Hongmeng Zhao, Zhanwen Xu, Jiaping Lin

Macromol Rapid Commun· May 2022

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Mobile cabin hospital compulsory quarantine for mild patients can serve as an alternative treatment for COVID-19: the Chinese experience.
Hongru Li, Hongmei Lian, Jiaping Lin, Kang Chen, Yongtao Lyu, Zhisheng Lin

Am J Transl Res· May 2022

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Membrane Nanopores Induced by Nanotoroids via an Insertion and Pore-Forming Pathway.
Fangsheng Wu, Xiao Jin, Zhou Guan, Jiaping Lin, Chunhua Cai, Shaoliang Lin

Nano Lett· October 2021

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Autonomous Construction of Phase Diagrams of Block Copolymers by Theory-Assisted Active Machine Learning.
Shuochen Zhao, Tianyun Cai, Liangshun Zhang, Weihua Li, Jiaping Lin

ACS Macro Lett· May 2021

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