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

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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