Beyond Funnel-Style High-Throughput Screening: An Expert-Guided Multi-Scale Nexus for Polynary Perovskite Electrocatalyst Exploration

Siyu Ma, Hongyuan He, Yuxiang Cai, Shufei Wang, Xinze Chen, Qingyang Han, Xiaoxin Zhang, Pengfei Zhang, Shuguang Wang, Weijun Wu, Xiaoliang Fang, Shuo Zhai, Subiao Liu, Ning Yan, Meidan Ye, Abdullah N. Alodhayb, Xue Yong, Yanling Yang, Zhou Chen, Xin Tu, Yifei Sun

Open source

DOI
10.1021/jacs.6c11110
Published
2026-09-03
Container
Journal of the American Chemical Society
Publisher
American Chemical Society (ACS)
Open access
unknown

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BibTeX

@article{allodium:10.1021/jacs.6c11110,
  title = {Beyond Funnel-Style
High-Throughput Screening: An
Expert-Guided Multi-Scale Nexus for Polynary Perovskite Electrocatalyst
Exploration},
  author = {Siyu Ma and Hongyuan He and Yuxiang Cai and Shufei Wang and Xinze Chen and Qingyang Han and Xiaoxin Zhang and Pengfei Zhang and Shuguang Wang and Weijun Wu and Xiaoliang Fang and Shuo Zhai and Subiao Liu and Ning Yan and Meidan Ye and Abdullah N. Alodhayb and Xue Yong and Yanling Yang and Zhou Chen and Xin Tu and Yifei Sun},
  year = {2026},
  journal = {Journal of the American
Chemical Society},
  doi = {10.1021/jacs.6c11110},
  url = {https://doi.org/10.1021/jacs.6c11110}
}

RIS

TY  - JOUR
TI  - Beyond Funnel-Style
High-Throughput Screening: An
Expert-Guided Multi-Scale Nexus for Polynary Perovskite Electrocatalyst
Exploration
AU  - Siyu Ma
AU  - Hongyuan He
AU  - Yuxiang Cai
AU  - Shufei Wang
AU  - Xinze Chen
AU  - Qingyang Han
AU  - Xiaoxin Zhang
AU  - Pengfei Zhang
AU  - Shuguang Wang
AU  - Weijun Wu
AU  - Xiaoliang Fang
AU  - Shuo Zhai
AU  - Subiao Liu
AU  - Ning Yan
AU  - Meidan Ye
AU  - Abdullah N. Alodhayb
AU  - Xue Yong
AU  - Yanling Yang
AU  - Zhou Chen
AU  - Xin Tu
AU  - Yifei Sun
PY  - 2026
JO  - Journal of the American
Chemical Society
DO  - 10.1021/jacs.6c11110
UR  - https://doi.org/10.1021/jacs.6c11110
ER  - 

APA

Ma, S., He, H., Cai, Y., Wang, S., Chen, X., Han, Q., Zhang, X., Zhang, P., Wang, S., Wu, W., Fang, X., Zhai, S., Liu, S., Yan, N., Ye, M., Alodhayb, A. N., Yong, X., Yang, Y., Chen, Z., Tu, X., & Sun, Y. (2026). Beyond Funnel-Style High-Throughput Screening: An Expert-Guided Multi-Scale Nexus for Polynary Perovskite Electrocatalyst Exploration. Journal of the American Chemical Society. https://doi.org/10.1021/jacs.6c11110

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