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SCIESCOPUS
A high-throughput screening frame of polymer donor for efficient organic solar cell constructed by machine learning with encoded frequency molecular fingerprint

Peng, Zhiyan; Wang, Kuo; Chen, Ziye; Ding, Yu; Wang, Yuxuan; Li, Dan; Deng, Jiahao; Zhang, Kang; Feng, Zhiming; Liang, Jiaojiao, et al.

ArticleIssue Date2026CitationDyes and Pigments, v.246PublisherElsevier BV
SCIESCOPUS
Combination of Transfer Learning and Chemprop Interpreter with Support of Deep Learning for the Energy Levels of Organic Photovoltaic Materials Prediction and Regulation

Nie, Cong; Wang, Kuo; Zhou, Haixin; Deng, Jiahao; Chen, Ziye; Zhang, Kang; Chen, Lingjiao; Huang, Di; Liang, Jiaojiao; Zhao, Ling

ArticleIssue Date2024CitationACS Applied Materials & Interfaces, v.16, no.48, pp 66316 - 66326PublisherAmerican Chemical Society
SCIESCOPUS
Construction frontier molecular orbital prediction model with transfer learning for organic materialsopen access

Peng, Xinyu; Liang, Jiaojiao; Wang, Kuo; Zhao, Xiaojie; Peng, Zhiyan; Li, Zhennan; Zeng, Jinhui; Lan, Zheng; Lei, Min; Huang, Di

ArticleIssue Date2024Citationnpj Computational Materials, v.10, no.1PublisherNature Publishing Group | Shanghai Institute of Ceramics of the Chinese Academy of Sciences (SICCAS)
SCIESCOPUS
Exploring the impact of fabrication parameters in organic solar cells with PM6:Y6 using machine learningopen access

Zhao, Xiaojie; Lei, Min; Wang, Kuo; Peng, Xinyu; Li, Zhennan; Zhou, Haixin; Peng, Zhiyan; Chen, Ziye; Deng, Jiahao; Zhang, Kang, et al.

ArticleIssue Date2024CitationAIP Advances, v.14, no.6PublisherAmerican Institute of Physics
SCIESCOPUS
Machine-learning-guided high-throughput design of asymmetric A-DA′D-A acceptors toward efficient organic solar cells

Chen, Ziye; Wang, Kuo; Huang, Di; Peng, Zhiyan; Deng, Jiahao; Feng, Zhimin; Wu, Jiangtao; Zhang, Kang; Liang, Jiaojiao; Zhao, Ling, et al.

ArticleIssue Date2026CitationMaterials HorizonsPublisherRoyal Society of Chemistry
SCIESCOPUS
Quantitative Analysis of Perovskite Morphologies Employing Deep Learning Framework Enables Accurate Solar Cell Performance Prediction

Zhou, Haixin; Wang, Kuo; Nie, Cong; Deng, Jiahao; Chen, Ziye; Zhang, Kang; Zhao, Xiaojie; Liang, Jiaojiao; Huang, Di; Zhao, Ling, et al.

ArticleIssue Date2025CitationSmall, v.21, no.18PublisherWiley - V C H Verlag GmbbH & Co.
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