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Multi-objective optimization on mechanical properties of nanomaterial-reinforced cementitious composites using response surface methodology (RSM)

Published Online: 2025-10-08

Published Print: 2025-11

Authors

Liu, Deyi

Zhang, Xutao https://orcid.org/0000-0001-9429-8933
Lyu, Xikuan
Funding

Funding for this research was provided by:

Natural Science Foundation of Shandong Province (ZR2022ME060)
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Text and Data Mining valid from 2025-10-08

Version of Record valid from 2025-10-08
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Article History

Received: 25 February 2025

Revised: 19 August 2025

Accepted: 29 September 2025

First Online: 8 October 2025

Declarations

:

: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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