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Capture the high-efficiency non-fullerene ternary organic solar cells formula by machine-learning-assisted energy-level alignment optimization

Appropriate energy-level alignment in non-fullerene ternary organic solar cells (OSCs) can enhance the power conversion efficiencies (PCEs), due to the simultaneous improvement in charge generation/transportation and reduction in voltage loss. Seven machine-learning (ML) algorithms were used to buil...

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Detalles Bibliográficos
Autores principales: Hao, Tianyu, Leng, Shifeng, Yang, Yankang, Zhong, Wenkai, Zhang, Ming, Zhu, Lei, Song, Jingnan, Xu, Jinqiu, Zhou, Guanqing, Zou, Yecheng, Zhang, Yongming, Liu, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8441578/
https://www.ncbi.nlm.nih.gov/pubmed/34553173
http://dx.doi.org/10.1016/j.patter.2021.100333