Accelerated Explore of Efficient Ternary Solar Cell with PTB7:PC71BM:SMPV1 Using Machine-Learning Methods

Chaorong Guo,Zhennan Li,Kuo Wang,Xunchen Zhou,Di Huang,Jiaojiao Liang,Ling Zhao

Physical Chemistry Chemical Physics（2022）

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摘要

Machine learning(ML) provides an efficient tool for predicting the photoelectric conversion efficiency(PCE) of organic solar cells(OSCs). In this paper, random forest (RF), K-nearest neighbors , and support vector machine in...

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