Development of an Optimization Algorithm for Designing Low-Carbon Concrete Materials Standardization with Blockchain Technology and Ensemble Machine Learning Methods

This study presents SmartMix Web3, a framework combining ensemble machine learning and blockchain technology to optimize low-carbon concrete design. It addresses two key challenges: (1) the limitations of conventional models in predicting concrete performance, and (2) ensuring data reliability and o...

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Bibliografiska uppgifter

Huvudupphov:	Zilefac Ebenezer Nwetlawung, Yi-Hsin Lin
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	MDPI AG 2025-08-01
Serie:	Buildings
Ämnen:	blockchain technology machine learning low-carbon concrete compressive strength Cameroon
Länkar:	https://www.mdpi.com/2075-5309/15/16/2809
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