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...

Полное описание

Библиографические подробности

Главные авторы:	Zilefac Ebenezer Nwetlawung, Yi-Hsin Lin
Формат:	Artigo
Язык:	Inglês
Опубликовано:	MDPI AG 2025-08-01
Серии:	Buildings
Предметы:	blockchain technology machine learning low-carbon concrete compressive strength Cameroon
Online-ссылка:	https://www.mdpi.com/2075-5309/15/16/2809
Метки:	Добавить метку Нет меток, Требуется 1-ая метка записи!