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Polarization-controlled ultrafast carrier dynamics in sliding ferroelectrics revealed by machine learning-accelerated nonadiabatic dynamics simulations

Crossref DOI link: https://doi.org/10.1038/s41524-026-02348-8

Published Online: 2026-09-24

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Xu, Dong-Hui

Yue, Shuangli

Wang, Yitong

Tang, Ronghui

Liu, Xiang-Yang

Zhang, Li

Lu, Yunpeng

Wang, Xian

Yang, Mingli
Funding

Funding for this research was provided by:

Advanced Materials-National Science and Technology Major Project (2025ZD0618403-1)

National Natural Science Foundation of China (22503059)

The Singapore Ministry of Education (MOE) Academic Research Fund Tier 1 (RG82/22)
License Information

Text and Data Mining valid from 2026-09-24

Accepted Manuscript valid from 2026-09-24
More Information

Article History

Received: 17 January 2026

Accepted: 16 September 2026

First Online: 24 September 2026

Declarations

Competing interests: The authors declare no competing interests.

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