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Yinyi Xu

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Articles

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

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By Liang Gao, Siqin Song, Jiaping Lin, Yinyi Xu
| Wiley Online Library Verified
Conflict of Interest The authors declare no conflict of interest. References 1, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , et al., Nature 2021, 596, 583. 2, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , et al., The Innovation 2021, 2, 100179. 3, , , , , , , , , Adv. Mater. 2022, 34, 2201809. 4, , , , , , , Nat. Rev. Mater. 2024, 9, 866. 5, , , , Acc. Mater. Res. 2024, 5, 571. 6, , , , , Adv. Mater. 2025, 37, 2413695. 7, , , , , , , , , , , , , Adv. Mater. 2025, 37, 2407763.
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De Novo Design of Polyimides Leveraging Deep Reinforcement Learning Agent

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By Yinyi Xu, Wanxun Feng, Liang Gao, Liquan Wang
| Wiley Online Library Verified
Conflict of Interest The authors declare no conflict of interest. Supporting Information Filename Description adma70810-sup-0001-SuppMat.docx11.9 MB Supporting Information References 1, , , , , , Adv. Mater. 2021, 33, 2002582. 2, , , , , , Adv. Mater. 2019, 31, 1806692. 3, , , , , Chem. Rev. 2024, 124, 2138. 4, , , , , Nat. Mater. 2023, 22, 1304. 5, , Nat. Mater. 2020, 19, 1151. 6, , Acc. Chem. Res. 2020, 53, 962. 7, , , , , , , , , , , , Nano Micro Lett. 2022, 14, 80. 8, , , , , , , , , , , Nat. Commun.
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Data‐Driven Design of High‐Performance Polyimides With Enhanced Heat Resistance and Dielectric Properties

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By Liquan Wang, Jiaping Lin, Yinyi Xu, Wanxun Feng
| Wiley Online Library Verified
Conflict of Interest The authors declare no conflict of interest. Supporting Information Filename Description adfm202507614-sup-0001-SuppMat.docx12.9 MB Supporting Information References 1a) , , , , , , Prog. Polym. Sci. 2012, 37, 907; b) , , , Chem. Rev. 2014, 114, 8943; c) , , , , , , Adv. Mater. 2019, 31, 1807738; d) , , , , , Energy Environ. Sci. 2022, 15, 56; e) , , , , npj Flexible Electron. 2022, 6, 26; f) , , , , , , , , Adv. Mater. 2023, 35, 2301185; g) , , , , , , Adv. Funct. Mater. 2015, 25, 7428.
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