Predictive models for concrete properties using machine learning and deep learning approaches: A review
Concrete is one of the most widely used materials in various civil engineering applications.
Its global production rate is increasing to meet demand. Mechanical properties of concrete …
Its global production rate is increasing to meet demand. Mechanical properties of concrete …
Utilization and efficiency of ground granulated blast furnace slag on concrete properties–A review
E Özbay, M Erdemir, Hİ Durmuş - Construction and Building Materials, 2016 - Elsevier
Ground granulated blast furnace slag (GGBFS) is a byproduct from the blast-furnaces of iron
and it is a very beneficial in the mortar and concrete production. The present paper reviews …
and it is a very beneficial in the mortar and concrete production. The present paper reviews …
Machine learning-based compressive strength prediction for concrete: An adaptive boosting approach
DC Feng, ZT Liu, XD Wang, Y Chen, JQ Chang… - … and Building Materials, 2020 - Elsevier
In this paper, an intelligent approach based on the machine learning technique is proposed
for predicting the compressive strength of concrete. This approach employs the adaptive …
for predicting the compressive strength of concrete. This approach employs the adaptive …
Machine learning models for predicting compressive strength of fiber-reinforced concrete containing waste rubber and recycled aggregate
The compressive strength of fiber-reinforced rubberized recycled aggregate concrete (FR 3
C) is an important performance indicator for its practical application and durability in the …
C) is an important performance indicator for its practical application and durability in the …
Carbonation of cement-based materials: Challenges and opportunities
W Ashraf - Construction and Building Materials, 2016 - Elsevier
This article summarizes the existing knowledge regarding the carbonation of cement-based
materials and identified the areas which require further investigations. Available studies …
materials and identified the areas which require further investigations. Available studies …
High-performance concrete strength prediction based on ensemble learning
QF Li, ZM Song - Construction and Building Materials, 2022 - Elsevier
The compressive strength and tensile strength of high-performance concrete (HPC) are
important mechanical property indexes. However, the related mechanical tests are time …
important mechanical property indexes. However, the related mechanical tests are time …
Mechanical properties, durability, and life-cycle assessment of self-consolidating concrete mixtures made with blended portland cements containing fly ash and …
This paper reports the composition and properties of highly flowable self-consolidating
concrete (SCC) mixtures made of high proportions of cement replacement materials such as …
concrete (SCC) mixtures made of high proportions of cement replacement materials such as …
A review on the modelling of carbonation of hardened and fresh cement-based materials
Different models have been proposed to investigate and predict the carbonation process of
cement-based materials. This paper firstly introduces the carbonation process occurred in …
cement-based materials. This paper firstly introduces the carbonation process occurred in …
Comparative sustainability assessment of binary blended concretes using Supplementary Cementitious Materials (SCMs) and Ordinary Portland Cement (OPC)
The process of manufacturing the Ordinary Portland Cement (OPC) is linked with potentially
adverse consequences on the environment, as it consumes considerable quantities of …
adverse consequences on the environment, as it consumes considerable quantities of …
Effects of nanosilica addition on workability and compressive strength of Portland cement pastes
M Berra, F Carassiti, T Mangialardi, AE Paolini… - … and Building Materials, 2012 - Elsevier
The effect of nano-size particles of amorphous silica (nanosilica) on the rheological
behaviour and mechanical strength development of cementitious mixes is addressed. Mini …
behaviour and mechanical strength development of cementitious mixes is addressed. Mini …