Prediction of properties of recycled aggregate concrete using machine learning models: A critical review

Z Zhao, Y Liu, Y Lu, C Ji, C Lin, L Yao, Z Pu… - Journal of Building …, 2024 - Elsevier
Recycled aggregate concrete (RAC) not only alleviates the shortage of natural aggregates
but also promotes the recycling of construction and demolition waste, contributing to …

Carbonation modelling of hardened cementitious materials considering pore structure characteristics: A review

L Tong, Y Cai, Q Liu - Journal of Building Engineering, 2024 - Elsevier
Carbonation of cementitious materials is one of the most important reasons leading to the
deterioration of steel-reinforced concrete structures. After years of research, different models …

The climate benefits from cement carbonation are being overestimated

E Van Roijen, K Sethares, A Kendall… - Nature …, 2024 - nature.com
Rapid decarbonization of the cement industry is critical to meeting climate goals.
Oversimplification of direct air capture benefits from hydrated cement carbonation has …

Comparison between natural and accelerated carbonation (3% CO2): Impact on mineralogy, microstructure, water retention and cracking

M Auroy, S Poyet, P Le Bescop, JM Torrenti… - Cement and Concrete …, 2018 - Elsevier
The consequences of accelerated carbonation at 3% CO 2 were compared with those of
natural carbonation (0.04%). Cement pastes (CEM I and CEM V/A) as well as the three …

Global decarbonization potential of CO2 mineralization in concrete materials

JG Driver, E Bernard, P Patrizio, PS Fennell… - Proceedings of the …, 2024 - pnas.org
CO2 mineralization products are often heralded as having outstanding potentials to reduce
CO2-eq. emissions. However, these claims are generally undermined by incomplete …

Prediction of carbonation depth for recycled aggregate concrete using ANN hybridized with swarm intelligence algorithms

K Liu, MS Alam, J Zhu, J Zheng, L Chi - Construction and Building Materials, 2021 - Elsevier
This paper investigates the prediction of carbonation depth for recycled aggregate concrete
(RAC) with machine learning models. Nine parameters including RAC intrinsic properties …

Effect of fly ash and superabsorbent polymer on concrete self-healing ability

P Chindasiriphan, H Yokota, P Pimpakan - Construction and Building …, 2020 - Elsevier
Concrete that contains self-healing supplementary materials is a feature of many
sustainable structures because it decreases maintenance costs and extends service life …

[HTML][HTML] Microstructural, durability and colorimetric properties of concrete coated with a controlled application of graphene oxide

A Antolín-Rodríguez, D Merino-Maldonado… - Journal of Building …, 2024 - Elsevier
The present work analyzes how an aqueous suspension of graphene oxide (GO), as a
surface treatment, can influence the properties of conventional concrete. The results show …

Global CO2 uptake by cement materials accounts 1930–2023

S Wu, Z Shao, RM Andrew, L Bing, J Wang, L Niu… - Scientific Data, 2024 - nature.com
The majority of the carbon footprint of the cement industry originates from the decomposition
of alkaline carbonates during clinker production. Recent studies have demonstrated that …

Modeling carbonation depth of recycled aggregate concrete using novel automatic regression technique

SA Moghaddas, M Nekoei, EM Golafshani… - Journal of Cleaner …, 2022 - Elsevier
Waste from concrete demolition is a sustainability concern that can be mitigated when used
as recycled aggregate in concrete instead of virgin natural aggregates. However, the …