Prediction of Chloride Diffusion Coefficient in Concrete by Micro-Structural Parameters Based on the MLP Method by Considering Data Missing and Small Sample in Database

Chloride diffusivity of concrete is essentially determined by its microstructural parameters. Establishing a reliable and accurate prediction model for chloride diffusion has become a research hotspot. In this study, a database containing 144 sets of macro–micro property parameters of concrete is es...

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Ngā kaituhi matua:	Rongze Fu, Qimin Lu, Jiaming Zhu, Zhiji Gao, Shengqi Mei
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	MDPI AG 2026-01-01
Rangatū:	Buildings
Ngā marau:	chloride diffusivity micro-structural parameters multilayer perceptron (MLP) virtual sample generation (VSG) data missing
Urunga tuihono:	https://www.mdpi.com/2075-5309/16/3/513
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!