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DECLARATIONS
Authors’ contributions
Made substantial contributions to conception and design of the study and performed data analysis and
interpretation: Li, W.; Wang, Z.; Yang, R.; Wang, X.
Carried out all the tests of samples: Zhao, M.
Prepared samples and carried out aging experiments: Pei, J.; Hu, Y.
Performed data acquisition and provided administrative, technical, and material support: Yang, R.; Wang,
X.

Availability of data and materials
Both the SR4Real benchmark data and the Aging experiment data, along with their corresponding codes,
have been uploaded to the author’s GitHub repository, accessible at the following link: https://github.com/
littlepeachs/SR4Aging.

Financial support and sponsorship
This work is supported by the National Key R&D Program of China (No. 2022ZD0117501).

Conflicts of interest
Wang, X. serves as an Editorial Board Member of Journal of Materials Informatics but was not involved in
any aspect of the editorial process for this manuscript, including reviewer selection, manuscript handling, or
decision-making. The remaining authors declare no conflicts of interest.

Ethical approval and consent to participate
Not applicable.

Consent for publication
Not applicable.

Copyright
© The Author(s) 2025.

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