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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...
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 |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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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 |
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