Machine learning and interactive GUI for concrete compressive strength prediction
Concrete compressive strength (CS) is a crucial performance parameter in concrete
structure design. Reliable strength prediction reduces costs and time in design and prevents …
structure design. Reliable strength prediction reduces costs and time in design and prevents …
Mechanical and durability properties of concrete incorporating weathered coarse Linz-Donawitz (LD) steel slag
Concrete usage in recent decades has skyrocketed, which has led to immense pressure on
the natural resources such as sand and aggregates involved in its production. The circular …
the natural resources such as sand and aggregates involved in its production. The circular …
Chloride ion diffusion and distribution characteristics in recycled coarse aggregate concrete under uniaxial and biaxial pressure
Under uniaxial compression, recycled coarse aggregate leads to complex internal stresses
(simultaneous uniaxial, biaxial, and multiaxial tensile and compressive stresses at the micro …
(simultaneous uniaxial, biaxial, and multiaxial tensile and compressive stresses at the micro …
Prediction of properties of recycled aggregate concrete using machine learning models: A critical review
Recycled aggregate concrete (RAC) not only alleviates the shortage of natural aggregates
but also promotes the recycling of construction and demolition waste, contributing to …
but also promotes the recycling of construction and demolition waste, contributing to …
[HTML][HTML] Age influence on compressive strength for concrete made with different types of aggregates after exposed to high temperatures
AM Seyam, R Nemes - Materials Today: Proceedings, 2023 - Elsevier
This study investigates the influence of concrete age and the type of coarse aggregate on
compressive strength after exposure to high temperatures. Three coarse aggregates were …
compressive strength after exposure to high temperatures. Three coarse aggregates were …
Compressive mechanical performance and microscopic mechanism of basalt fiber-reinforced recycled aggregate concrete after elevated temperature exposure
X Zhang, Y Zhu, Y Shen, J Wang, Y Fan, X Gao… - Journal of Building …, 2024 - Elsevier
To improve the mechanical properties of recycled aggregate concrete (RAC) after elevated
temperature exposure, this study employed basalt fiber (BF) as reinforcing material …
temperature exposure, this study employed basalt fiber (BF) as reinforcing material …
Predictive and experimental assessment of chloride ion permeation in concrete subjected to multi-factorial conditions using the XGBoost algorithm
Chloride ions infiltrate concrete structures, causing corrosion of the steel reinforcement,
which creates concrete spalling and decreases load-bearing capacity, ultimately leading to …
which creates concrete spalling and decreases load-bearing capacity, ultimately leading to …
Machine learning prediction of electric flux in concrete and mix proportion optimization design
J Dai, X Yang, J He, Q Wang, Z Zhang - Materials Today Communications, 2024 - Elsevier
This study explored nine machine learning (ML) methods, including linear, nonlinear and
integrated learning models, to predict concrete electrical flux metrics reflecting the chloride …
integrated learning models, to predict concrete electrical flux metrics reflecting the chloride …
Predict the compressive strength of ultra high-performance concrete by a hybrid method of machine learning
N Gong, N Zhang - Journal of Engineering and Applied Science, 2023 - Springer
Ultra-high performance concrete (UHPC) benefits the construction industry due to its
improved flexibility, high workability, durability, and performance compared to normal …
improved flexibility, high workability, durability, and performance compared to normal …
Global big data laboratory experiment, integrated with kernel-based algorithm with an improved nonlinear ensemble for compressive strength modeling
With the continuous clamor for a reduction in embodied carbon in cement, rapid solution to
climate change, and reduction to resource depletion, studies into substitute binders become …
climate change, and reduction to resource depletion, studies into substitute binders become …