[HTML][HTML] Application of machine learning initiatives and intelligent perspectives for CO2 emissions reduction in construction
The construction sector is one of the main contributors to carbon dioxide (CO 2) emission
and causes of global warming. CO 2 mitigation solutions are vital. New technologies can …
and causes of global warming. CO 2 mitigation solutions are vital. New technologies can …
[HTML][HTML] Phase change materials incorporated into geopolymer concrete for enhancing energy efficiency and sustainability of buildings: A review
To reduce CO 2 emissions by 55% by 2030, applying sustainable and energy-efficient
materials like geopolymer concrete containing Phase change materials (PCMs) for …
materials like geopolymer concrete containing Phase change materials (PCMs) for …
Concrete strength prediction using machine learning methods CatBoost, k-nearest neighbors, support vector regression
AN Beskopylny, SA Stel'makh, EM Shcherban'… - Applied Sciences, 2022 - mdpi.com
Currently, one of the topical areas of application of machine learning methods in the
construction industry is the prediction of the mechanical properties of various building …
construction industry is the prediction of the mechanical properties of various building …
A critical review on modeling and prediction on properties of fresh and hardened geopolymer composites
P Zhang, Y Mao, W Yuan, J Zheng, S Hu… - Journal of Building …, 2024 - Elsevier
Geopolymer is an environmentally friendly material that is recognized as a potential
alternative binder to ordinary Portland cement. However, accurate prediction of the …
alternative binder to ordinary Portland cement. However, accurate prediction of the …
[HTML][HTML] Structural assessment of Basalt FRP reinforced self-compacting geopolymer concrete using artificial neural network (ANN) modelling
Basalt FRP geopolymer composites are considered a sustainable solution to address the
conventional OPC-Steel composite structures' structural and environmental concerns …
conventional OPC-Steel composite structures' structural and environmental concerns …
Strain hardening of polypropylene microfiber reinforced composite based on alkali-activated slag matrix
OM Smirnova, I Menendez Pidal, AV Alekseev… - Materials, 2022 - mdpi.com
A comparative study of the fracture features, strength and deformation properties of pseudo
strain-hardening composites based on alkali-activated slag and Portland cement matrices …
strain-hardening composites based on alkali-activated slag and Portland cement matrices …
Performance of fiber-reinforced alkali-activated mortar with/without nano silica and nano alumina
The current study is aimed to evaluate the effect of nanomaterials (nano alumina (NA) and
nano silica (NS) on the mechanical and durability performance of fiber-reinforced alkali …
nano silica (NS) on the mechanical and durability performance of fiber-reinforced alkali …
Evaluation of the mechanical properties and durability of self-compacting alkali-activated mortar made from boron waste and granulated blast furnace slag
The production of high-strength alkali-activated mortar and concrete by using waste
materials instead of cement in order to reduce the amount of carbon dioxide released to …
materials instead of cement in order to reduce the amount of carbon dioxide released to …
[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 …
Performance of self-compacted geopolymer concrete containing fly ash and slag as binders
Geopolymers can replace cement and help reduce the environmental impact of concrete
construction, but research is needed to ensure their mechanical properties, durability and …
construction, but research is needed to ensure their mechanical properties, durability and …