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] Formulation of estimation models for the compressive strength of concrete mixed with nanosilica and carbon nanotubes
New concepts for improving the performance of cementitious materials have recently
surfaced due to the advancement in nanotechnology. In this context, nano silica (NS) and …
surfaced due to the advancement in nanotechnology. In this context, nano silica (NS) and …
Influence of sodium silicate to precursor ratio on mechanical properties and durability of the metakaolin/fly ash alkali-activated sustainable mortar using manufactured …
P Zhang, C Wang, F Wang, P Yuan - Reviews on Advanced Materials …, 2023 - degruyter.com
In recent years, manufactured sand produced from crushed rock has been used as fine
aggregate instead of natural sand in construction and industrial fields to minimize the impact …
aggregate instead of natural sand in construction and industrial fields to minimize the impact …
[HTML][HTML] Machine learning based computational approach for crack width detection of self-healing concrete
Concrete structures frequently experience the phenomena of crack development. The
researchers used certain healing agents to boost the frequently observed autogenous crack …
researchers used certain healing agents to boost the frequently observed autogenous crack …
[HTML][HTML] Microstructure and chemical characterizations with soft computing models to evaluate the influence of calcium oxide and silicon dioxide in the fly ash and …
Environmental issues are raised from the global warming due to raised Carbon Dioxide (CO
2) emissions of factories worldwide. Cement manufacturing is highly energy-and emissions …
2) emissions of factories worldwide. Cement manufacturing is highly energy-and emissions …
Hybrid MARS-, MEP-, and ANN-based prediction for modeling the compressive strength of cement mortar with various sand size and clay mineral metakaolin content
A Abdalla, AS Mohammed - Archives of Civil and Mechanical Engineering, 2022 - Springer
In this study, several mathematical, soft computing, and machine learning modeling tools are
used to develop a dependable model for forecasting the compressive strength of cement …
used to develop a dependable model for forecasting the compressive strength of cement …
Mixed artificial intelligence models for compressive strength prediction and analysis of fly ash concrete
W Liang, W Yin, Y Zhong, Q Tao, K Li, Z Zhu… - … in Engineering Software, 2023 - Elsevier
The construction industry is facing challenges from the hazardous nature of Ordinary
Portland Cement (OPC) production as one of the main contributors to global warming and …
Portland Cement (OPC) production as one of the main contributors to global warming and …
Machine learning-based predictive model for tensile and flexural strength of 3D-printed concrete
The additive manufacturing of concrete, also known as 3D-printed concrete, is produced
layer by layer using a 3D printer. The three-dimensional printing of concrete offers several …
layer by layer using a 3D printer. The three-dimensional printing of concrete offers several …
Prospects of sustainable geotechnical applications of manufactured sand slurry as controlled low strength material
V Devaraj, V Mangottiri, S Balu - Construction and Building Materials, 2023 - Elsevier
Rapid changes in the construction industry for infrastructure development require extensive
use of building materials from a variety of sources. As natural resources deplete at a faster …
use of building materials from a variety of sources. As natural resources deplete at a faster …
Application of deep neural network in the strength prediction of cemented paste backfill based on a global dataset
With the development of the mining industry, the increasing global content of tailings is
causing environmental pollution and the use of tailings as a cemented paste backfill (CPB) …
causing environmental pollution and the use of tailings as a cemented paste backfill (CPB) …