Prediction of compressive strength of recycled aggregate concrete using machine learning and Bayesian optimization methods

• Published in: Frontiers in earth science (Lausanne) Vol. 11
• Main Authors: Zhang, Xinyi, Dai, Chengyuan, Li, Weiyu, Chen, Yang
• Format: Journal Article
• Language: English
• Published: Frontiers Media S.A 03.02.2023
• Subjects: Bayesian optimization; compressive strength prediction; ensemble learning; machine learning; recycled coarse aggregate concrete

With the sustainable development of the construction industry, recycled aggregate (RA) has been widely used in concrete preparation to reduce the environmental impact of construction waste. Compressive strength is an essential measure of the performance of recycled aggregate concrete (RAC). In order...