Deep neural network-enhanced prediction and carbon footprint analysis of early-age high-performance manufactured sand concrete’s stress–strain behavior

Abstract To meet the demands for rapid and environmentally sustainable construction in bridge building, the study of the mechanical properties of manufactured sand concrete (MSC) at early ages is of significant importance. This study aims to investigate the stress–strain curve relationship and const...

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Bibliographic Details
Main Authors: Lijuan Han, Guangning Pu, Qi Guo, Donglei Shi, Bin Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-89016-x
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