Prediction of compressive strength of concrete under various curing conditions: a comparison of machine learning models and empirical mathematical models
Author:
Funder
National Natural Science Foundation of China
Natural Science Foundation of Zhejiang Province
Postdoctoral Research Foundation of China
Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s41062-024-01467-9.pdf
Reference45 articles.
1. Wang XY, Park KB (2017) Analysis of the compressive strength development of concrete considering the interactions between hydration and drying. Cem Concr Res 102:1–15. https://doi.org/10.1016/J.CEMCONRES.2017.08.010
2. Zhao H, Jiang K, Yang R et al (2020) Experimental and theoretical analysis on coupled effect of hydration, temperature and humidity in early-age cement-based materials. Int J Heat Mass Transf 146:118784. https://doi.org/10.1016/J.IJHEATMASSTRANSFER.2019.118784
3. Sun B, Noguchi T, Cai G, Zhao W (2021) Effect of temperature and relative humidity on the development of the compressive strength of surface-layer cement mortar. Constr Build Mater 281:122626. https://doi.org/10.1016/J.CONBUILDMAT.2021.122626
4. Carino NJ, Lew HS (2004) The maturity method: from theory to application. Cem, Concr, Aggreg. https://doi.org/10.1061/40558(2001)17
5. Sun B, Noguchi T, Cai G, Chen Q (2021) Prediction of early compressive strength of mortars at different curing temperature and relative humidity by a modified maturity method. Struct Concr 22:E732–E744. https://doi.org/10.1002/suco.202000041
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