Data-driven modeling of mechanical properties of fiber-reinforced concrete: a critical review
Fiber-reinforced concrete (FRC) is extensively used in diverse structural engineering
applications, and its mechanical properties are crucial for designing and evaluating its …
applications, and its mechanical properties are crucial for designing and evaluating its …
Revolutionizing concrete analysis: An in-depth survey of AI-powered insights with image-centric approaches on comprehensive quality control, advanced crack …
Over the last two decades, the integration of big data and deep learning technologies has
demonstrated remarkable effectiveness across various domains of civil engineering, leading …
demonstrated remarkable effectiveness across various domains of civil engineering, leading …
Predicting compressive strength of eco-friendly plastic sand paver blocks using gene expression and artificial intelligence programming
Plastic sand paver blocks provide a sustainable alternative by using plastic waste and
reducing the need for cement. This innovative approach leads to a more sustainable …
reducing the need for cement. This innovative approach leads to a more sustainable …
Artificial intelligence-based optimized models for predicting the slump and compressive strength of sustainable alkali-derived concrete
Alkali-activated materials (AAMs) are a potential class of construction materials that are well-
known for their versatility and capacity for long-term sustainability. As a result of its ability to …
known for their versatility and capacity for long-term sustainability. As a result of its ability to …
Comparison of various machine learning algorithms used for compressive strength prediction of steel fiber-reinforced concrete
Adding hooked industrial steel fibers (ISF) to concrete boosts its tensile and flexural strength.
However, the understanding of ISF's influence on the compressive strength (CS) behavior of …
However, the understanding of ISF's influence on the compressive strength (CS) behavior of …
Use of interpretable machine learning approaches for quantificationally understanding the performance of steel fiber-reinforced recycled aggregate concrete: From the …
S Zhang, W Chen, J Xu, T Xie - Engineering Applications of Artificial …, 2024 - Elsevier
In this study, four machine learning (ML) algorithms, namely Support Vector Machine (SVM),
Back-propagation Artificial Neural Network (BP-ANN), Adaptive Boosting (AdaBoost), and …
Back-propagation Artificial Neural Network (BP-ANN), Adaptive Boosting (AdaBoost), and …
Interpretable machine learning for predicting the strength of 3D printed fiber-reinforced concrete (3DP-FRC)
This study aims to provide an effective and accurate machine learning approach to predict
the compressive strength (CS) and flexural strength (FS) of 3D printed fiber reinforced …
the compressive strength (CS) and flexural strength (FS) of 3D printed fiber reinforced …
[HTML][HTML] Hybrid machine learning approach to prediction of the compressive and flexural strengths of UHPC and parametric analysis with shapley additive …
Ultra-high-performance concrete (UHPC) is a sustainable construction material; it can be
applied as a substitute for cement concrete. Artificial intelligence methods have been used …
applied as a substitute for cement concrete. Artificial intelligence methods have been used …
Application of artificial intelligence in predicting the residual mechanical properties of fiber reinforced concrete (FRC) after high temperatures
The practical application of Artificial Intelligence (AI) approaches in estimating the
mechanical properties of fiber-reinforced concrete (FRC) subjected to high temperatures …
mechanical properties of fiber-reinforced concrete (FRC) subjected to high temperatures …
Interpretable predictive modelling of basalt fiber reinforced concrete splitting tensile strength using ensemble machine learning methods and SHAP approach
Basalt fibers are a type of reinforcing fiber that can be added to concrete to improve its
strength, durability, resistance to cracking, and overall performance. The addition of basalt …
strength, durability, resistance to cracking, and overall performance. The addition of basalt …