Computational design and manufacturing of sustainable materials through first-principles and materiomics
Engineered materials are ubiquitous throughout society and are critical to the development
of modern technology, yet many current material systems are inexorably tied to widespread …
of modern technology, yet many current material systems are inexorably tied to widespread …
A systematic review of machine learning techniques and applications in soil improvement using green materials
According to an extensive evaluation of published studies, there is a shortage of research on
systematic literature reviews related to machine learning prediction techniques and …
systematic literature reviews related to machine learning prediction techniques and …
[HTML][HTML] Data-driven multicollinearity-aware multi-objective optimisation of green concrete mixes
A multicollinearity-aware multi-objective optimisation (MA-MOO) framework was developed
to minimise the main environmental issues and the cost of production of green concrete …
to minimise the main environmental issues and the cost of production of green concrete …
Mapping the strength of agro-ecological lightweight concrete containing oil palm by-product using artificial intelligence techniques
A Ashrafian, E Panahi, S Salehi, M Karoglou… - Structures, 2023 - Elsevier
The critical challenge for the cement production industry is the high emission of greenhouse
gases. For the sustainability in a cycling economy context civil and environmental engineers …
gases. For the sustainability in a cycling economy context civil and environmental engineers …
Predicting carbonation depth of concrete using a hybrid ensemble model
Z Huo, L Wang, Y Huang - Journal of Building Engineering, 2023 - Elsevier
This study aims to develop a robust and accurate machine learning-based model to improve
the prediction accuracy of carbonation depth in complex concrete structures. Two hybrid …
the prediction accuracy of carbonation depth in complex concrete structures. Two hybrid …
Machine learning approach for predicting concrete compressive, splitting tensile, and flexural strength with waste foundry sand
V Mehta - Journal of Building Engineering, 2023 - Elsevier
The scarcity of landfilling and the growing expense of disposal, recycling, and reusing
industrial byproducts have become attractive alternatives to removal. There are several sorts …
industrial byproducts have become attractive alternatives to removal. There are several sorts …
Forensic-based investigation-optimized extreme gradient boosting system for predicting compressive strength of ready-mixed concrete
Regulations mandate testing concrete's compressive strength after the concrete has cured
for 28 days. In the ideal situation, cured strength equals the target strength. Advanced …
for 28 days. In the ideal situation, cured strength equals the target strength. Advanced …
Artificial Intelligence in the Construction Industry: A Systematic Review of the Entire Construction Value Chain Lifecycle
In recent years, there has been a surge in the global digitization of corporate processes and
concepts such as digital technology development which is growing at such a quick pace that …
concepts such as digital technology development which is growing at such a quick pace that …
Application of predictive analytics in built environment research: A comprehensive bibliometric study to explore knowledge domains and future research agenda
The built environment (BE) sector has seen a significant digital transformation in the past few
decades. While predictive analytics (PA) plays a critical role in such a transition. Applications …
decades. While predictive analytics (PA) plays a critical role in such a transition. Applications …
Artificial intelligence for the prediction of the physical and mechanical properties of a compressed earth reinforced by fibers
B Houcine, R Mohamed, K Samir… - The Journal of …, 2023 - beta.periodicos.ufv.br
The use of natural fibers as a reinforcing product in the production of compressed earth
blocks can be considered as an effective means for the environment and savings. This study …
blocks can be considered as an effective means for the environment and savings. This study …