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Explainable machine learning model and gene expression programming for predicting reinforced concrete beams moment capacity exposed to fire

Crossref DOI link: https://doi.org/10.1038/s41598-025-32100-z

Published Online: 2025-12-15

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

Authors

Fakharian, Pouyan https://orcid.org/0000-0003-4307-1944
Nouri, Younes https://orcid.org/0000-0002-0446-5185
Asaad Samani, Arezoo https://orcid.org/0000-0003-3284-362X
Rezazadeh Eidgahee, Danial https://orcid.org/0000-0001-8023-2896
Torabi, Mohammad Reza https://orcid.org/0009-0004-9434-6471
Hoseini Vaez, Seyed Rohollah https://orcid.org/0000-0002-5574-8345
License Information

Text and Data Mining valid from 2025-12-15

Version of Record valid from 2026-01-19
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Article History

Received: 19 September 2025

Accepted: 8 December 2025

First Online: 15 December 2025

Declarations

:

: The authors declare no competing interests.