Autonomous Synthesis and Inverse Design of Electrochromic Polymers with High Efficiency and Accuracy

The design and synthesis of functional polymers, aimed at targeted properties through specific structures, have long been challenged by their complex and often nonlinear structure–property relationships. Key processes, including knowledge accumulation for predictive design and experimental refinemen...

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Bibliographic Details
Main Author:	Yukun Wu (424101) (author)
Other Authors:	Aikaterini Vriza (22660467) (author), Doga Ozgulbas (22660470) (author), Rafael Vescovi (8731606) (author), Jianing Zhou (12077429) (author), Zhiyang Wang (335420) (author), Shiyu Hu (3911563) (author), Yuepeng Zhang (7780724) (author), Qiaomu Yang (4217062) (author), Anna M. Österholm (1681945) (author), John R. Reynolds (1288521) (author), Subramanian K. R. S. Sankaranarayanan (5175344) (author), Maria K. Y. Chan (7490150) (author), Ian T. Foster (9080417) (author), Jianguo Mei (1419895) (author), Henry Chan (1544731) (author), Jie Xu (34477) (author)
Published:	2025
Subjects:	Medicine Biological Sciences not elsewhere classified Information Systems not elsewhere classified within 72 h unreported color values including knowledge accumulation foster knowledge exchange comonomer composition within assisted data mining tuning copolymer structures specific absorption profiles desired electrochromic functionality including green polymers specific structures electrochromic polymers functional polymers electronic polymers traditionally labor step size precisely fine polybot lab monomer system key processes experimental refinement autonomous system
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Autonomous Synthesis and Inverse Design of Electrochromic Polymers with High Efficiency and Accuracy

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