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Past, present, prospect: AI‐driven evolution of low‐dimensional material design for sustainable environmental solutions

Crossref DOI link: https://doi.org/10.1007/s12598-025-03631-1

Published Online: 2025-09-29

Published Print: 2025-12

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

Authors

Su, Bo‐Ru

Liu, Jian‐Qiao https://orcid.org/0000-0002-5999-7453
Zhao, Dan

Wu, Di

Hu, Chu‐Qiao

Qiu, Pei‐Lun

Zhang, Ya‐Nan

Fu, Ce

Zhang, Qian‐Ru
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (11704055)

Liaoning Applied Fundamental Research Project (2025JH2/101330046)

National Natural Science Foundation of China (11704055)
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Text and Data Mining valid from 2025-09-29

Text and Data Mining valid from 2025-09-29

Version of Record valid from 2025-09-29
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Article History

Received: 29 May 2025

Revised: 17 August 2025

Accepted: 20 August 2025

First Online: 29 September 2025

Declarations

:

: The authors declare that they have no conflict of interest.