[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 …
Compressive strength prediction of high-strength concrete using long short-term memory and machine learning algorithms
H Chen, X Li, Y Wu, L Zuo, M Lu, Y Zhou - Buildings, 2022 - mdpi.com
Compressive strength is an important mechanical property of high-strength concrete (HSC),
but testing methods are usually uneconomical, time-consuming, and labor-intensive. To this …
but testing methods are usually uneconomical, time-consuming, and labor-intensive. To this …
Compressive strength prediction of high-strength concrete using hybrid machine learning approaches by incorporating SHAP analysis
Concrete is the most extensively used construction material, and cement is its main
component. Hybrid machine learning models attract researchers in building materials due to …
component. Hybrid machine learning models attract researchers in building materials due to …
Concrete compressive strength prediction modeling utilizing deep learning long short-term memory algorithm for a sustainable environment
SD Latif - Environmental Science and Pollution Research, 2021 - Springer
One of the most critical parameters in concrete design is compressive strength. As the
compressive strength of concrete is correctly measured, time and cost can be decreased …
compressive strength of concrete is correctly measured, time and cost can be decreased …
Generalized uncertainty in surrogate models for concrete strength prediction
MA Hariri-Ardebili, G Mahdavi - Engineering Applications of Artificial …, 2023 - Elsevier
Applied soft computing has been widely used to predict material properties, optimal mixture,
and failure modes. This is challenging, especially for the highly nonlinear behavior of brittle …
and failure modes. This is challenging, especially for the highly nonlinear behavior of brittle …
Prediction of the compressive strength of Flyash and GGBS incorporated geopolymer concrete using artificial neural network
Many numerical computation methods have been devised and put to use in a variety of
science and technology disciplines in the twenty-first century. Artificial neural networks …
science and technology disciplines in the twenty-first century. Artificial neural networks …
[HTML][HTML] ANN based predictive mimicker for mechanical and rheological properties of eco-friendly geopolymer concrete
Due to an increase in global warming, the construction industry, like the rest of the world is
turning towards sustainable solutions. The construction industry is the major contributor to …
turning towards sustainable solutions. The construction industry is the major contributor to …
Prediction of compressive strength of fly ash-based geopolymer concrete using supervised machine learning methods
The use of fly ash (FA)-based geopolymer concrete as a low-carbon and eco-friendly
substitute to Portland cement concrete has gained attention in recent years. However …
substitute to Portland cement concrete has gained attention in recent years. However …
[HTML][HTML] Modeling the effect of implementation of artificial intelligence powered image analysis and pattern recognition algorithms in concrete industry
AI-powered image analysis and pattern recognition algorithms (IAPRA) are renowned for
their capacity to identify concrete flaws, assess strength characteristics, and anticipate the …
their capacity to identify concrete flaws, assess strength characteristics, and anticipate the …
Unveiling the Potential of AI Assistants: A Review of AI in Building Materials Selection
AP Wibowo - Journal of Artificial Intelligence in Architecture, 2024 - ojs.uajy.ac.id
Abstract Fast-advancing Artificial Intelligence (AI) has transformed many industries,
including construction. AI offers innovative solutions to increase efficiency and effectiveness …
including construction. AI offers innovative solutions to increase efficiency and effectiveness …