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Machine learning-assisted discovery of Lewis base additives for defect passivation in perovskite solar cells

MENG Jiangtao DING Bin LUO Shulin ZHANG Qi LI Yuanliang WU Shuangjia ZHAO Zhiyu WANG Gangcheng LIU Jun WU Guixuan DING Yong ZHANG Wenyuan

燃料化学学报(中英文)2026，Vol.54Issue(7)：P.218-249,32.

燃料化学学报(中英文)2026，Vol.54Issue(7)：P.218-249,32.DOI:10.1016/S1872-5813(26)60655-X CSTR

Machine learning-assisted discovery of Lewis base additives for defect passivation in perovskite solar cells

MENG Jiangtao ¹DING Bin ²LUO Shulin ³ZHANG Qi ³LI Yuanliang ¹WU Shuangjia ¹ZHAO Zhiyu ³WANG Gangcheng ¹LIU Jun ³WU Guixuan ³DING Yong ⁴ZHANG Wenyuan³

作者信息

1. State Key Laboratory of Coal Conversion,Institute of Coal Chemistry,Chinese Academy of Sciences,Taiyuan 030001,China University of Chinese Academy of Sciences,Beijing 100049,China
2. College of Chemistry,Chemical Engineering and Materials Science,Soochow University,Suzhou 215123,China
3. State Key Laboratory of Coal Conversion,Institute of Coal Chemistry,Chinese Academy of Sciences,Taiyuan 030001,China
4. College of Renewable Energy,Hohai University,Changzhou 213000,China
折叠

摘要

关键词

machine learning/perovskite solar cells/Lewis base/defects passivation/density functional theory

分类

信息技术与安全科学

引用本文复制引用

MENG Jiangtao,DING Bin,LUO Shulin,ZHANG Qi,LI Yuanliang,WU Shuangjia,ZHAO Zhiyu,WANG Gangcheng,LIU Jun,WU Guixuan,DING Yong,ZHANG Wenyuan..Machine learning-assisted discovery of Lewis base additives for defect passivation in perovskite solar cells[J].燃料化学学报(中英文),2026,54(7):P.218-249,32.

基金项目

Supported by the Fundamental Research Program of Shanxi Province(202403021222487) （202403021222487）

the Foundation from Chinese Academy of Sciences(YBR2023001,YBR2025003)。（YBR2023001,YBR2025003）

燃料化学学报(中英文)

ISSN：2097-213X

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