Concepedia

Accelerated exploration of efficient ternary solar cells with PTB7:PC<sub>71</sub>BM:SMPV1 using machine-learning methods

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

Physical Chemistry Chemical Physics · 2022 · 14 citations · 43 references

DOI

Concepts

Abstract

The champion PCE of the PTB7:PC 71 BM:SMPV1 ternary organic solar cells with the best SMPV1 doping ratio is predicted by random forest algorithm and verified in experiment.

References

43

Single-junction organic solar cells with over 19% efficiency enabled by a refined double-fibril network morphology

Lei Zhu, Ming Zhang, Jinqiu Xu et al. · Nature Materials · 2022 · 2.4K citations · Full text

, , +14

Single‐Junction Organic Photovoltaic Cell with 19% Efficiency

Yong Cui, Ye Xu, Huifeng Yao et al. · Advanced Materials · 2021 · 1.5K citations

, , +17

Accelerated discovery of stable lead-free hybrid organic-inorganic perovskites via machine learning

Shuaihua Lu, Qionghua Zhou, Yixin Ouyang et al. · Nature Communications · 2018 · 717 citations · Full text

, , +17

Machine learning for high performance organic solar cells: current scenario and future prospects

Asif Mahmood, Jin‐Liang Wang · Energy & Environmental Science · 2020 · 379 citations

, , +17

Desired open-circuit voltage increase enables efficiencies approaching 19% in symmetric-asymmetric molecule ternary organic photovoltaics

Lingling Zhan, Shuixing Li, Yaokai Li et al. · Joule · 2022 · 340 citations · Full text

, , +14