Capture the high-efficiency non-fullerene ternary organic solar cells formula by machine-learning-assisted energy-level alignment optimization-Reference-Cited by-同舟云学术

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

Published:2021-09 Issue:9 Volume:2 Page:100333
ISSN:2666-3899
Container-title:Patterns
language:en
Short-container-title:Patterns

Author:

Hao Tianyu,Leng Shifeng,Yang Yankang,Zhong Wenkai,Zhang Ming,Zhu Lei^ORCID,Song Jingnan,Xu Jinqiu,Zhou Guanqing,Zou Yecheng,Zhang Yongming,Liu Feng^ORCID

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

General Decision Sciences

Reference55 articles.

1. Efficient photodiodes from interpenetrating polymer networks;Halls;Nature,1995

2. Polymer solar cells;Li;Nat. Photon.,2012

3. Organic ternary solar cells: a review;Ameri,2013

4. Conjugated polymer-small molecule alloy leads to high efficient ternary organic solar cells;Zhang;J. Am. Chem. Soc.,2015

5. Status and prospects for ternary organic photovoltaics;Lu;Nat. Photon.,2015

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