[HTML][HTML] Application of machine learning initiatives and intelligent perspectives for CO2 emissions reduction in construction

L Farahzadi, M Kioumarsi - Journal of Cleaner Production, 2023 - Elsevier
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 …

[HTML][HTML] Phase change materials incorporated into geopolymer concrete for enhancing energy efficiency and sustainability of buildings: A review

I Asadi, MH Baghban, M Hashemi, N Izadyar… - Case Studies in …, 2022 - Elsevier
To reduce CO 2 emissions by 55% by 2030, applying sustainable and energy-efficient
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 …

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 …

[HTML][HTML] Structural assessment of Basalt FRP reinforced self-compacting geopolymer concrete using artificial neural network (ANN) modelling

SK Rahman, R Al-Ameri - Construction and Building Materials, 2023 - Elsevier
Basalt FRP geopolymer composites are considered a sustainable solution to address the
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 …

Performance of fiber-reinforced alkali-activated mortar with/without nano silica and nano alumina

MH Dheyaaldin, MA Mosaberpanah, R Alzeebaree - Sustainability, 2022 - mdpi.com
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 …

Evaluation of the mechanical properties and durability of self-compacting alkali-activated mortar made from boron waste and granulated blast furnace slag

MŞ Yön, M Karataş - Journal of Building Engineering, 2022 - Elsevier
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 …

[HTML][HTML] ANN based predictive mimicker for mechanical and rheological properties of eco-friendly geopolymer concrete

F Rehman, SA Khokhar, RA Khushnood - Case Studies in Construction …, 2022 - Elsevier
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 …

Performance of self-compacted geopolymer concrete containing fly ash and slag as binders

AFH Sherwani, KH Younis, RW Arndt, K Pilakoutas - Sustainability, 2022 - mdpi.com
Geopolymers can replace cement and help reduce the environmental impact of concrete
construction, but research is needed to ensure their mechanical properties, durability and …