Artificial intelligence and machine learning applications in the project lifecycle of the construction industry: A comprehensive review
The construction industry faces many challenges, including schedule and cost overruns,
productivity constraints, and workforce shortages. Compared to other sectors, it lags in …
productivity constraints, and workforce shortages. Compared to other sectors, it lags in …
[HTML][HTML] Hybrid data-driven approaches to predicting the compressive strength of ultra-high-performance concrete using SHAP and PDP analyses
Ultra-high-performance concrete (UHPC) is a cutting-edge and advanced construction
material known for its exceptional mechanical properties and durability. Recently, machine …
material known for its exceptional mechanical properties and durability. Recently, machine …
[HTML][HTML] Fresh, hardened, durability and microstructure properties of seawater concrete: A systematic review
AM Mohamed, BA Tayeh, SS Majeed, YIA Aisheh… - Journal of CO2 …, 2024 - Elsevier
Seawater concrete (SWC) is an environmentally friendly construction material that
addresses freshwater scarcity concerns by utilising seawater as a mixing water source. This …
addresses freshwater scarcity concerns by utilising seawater as a mixing water source. This …
[HTML][HTML] Compressive strength prediction of sustainable concrete incorporating rice husk ash (RHA) using hybrid machine learning algorithms and parametric …
The construction industry is making efforts to reduce the environmental impact of cement
production in concrete by incorporating alternative and supplementary cementitious …
production in concrete by incorporating alternative and supplementary cementitious …
Performance evaluation of concrete made with plastic waste using multi-expression programming
The immense production of plastic waste due to its non-biodegradable nature has become a
major issue for the world. Several researchers have recently tried to incorporate plastic …
major issue for the world. Several researchers have recently tried to incorporate plastic …
Indirect prediction of graphene nanoplatelets-reinforced cementitious composites compressive strength by using machine learning approaches
Graphene nanoplatelets (GrNs) emerge as promising conductive fillers to significantly
enhance the electrical conductivity and strength of cementitious composites, contributing to …
enhance the electrical conductivity and strength of cementitious composites, contributing to …
[HTML][HTML] Ultra-light foamed concrete mechanical properties and thermal insulation perspective: A comprehensive review
AM Mohamed, BA Tayeh, SS Majeed, YIA Aisheh… - Journal of CO2 …, 2024 - Elsevier
Ultra-lightweight foam concrete (ULFC) is a relatively new construction material that has
gained attention recently due to its unique properties. This material is not very heavy and …
gained attention recently due to its unique properties. This material is not very heavy and …
Spatio-temporal prediction of total energy consumption in multiple regions using explainable deep neural network
S Peng, L Fan, L Zhang, H Su, Y He, Q He, X Wang… - Energy, 2024 - Elsevier
Energy consumption forecasting is essential for energy system integration and
management. However, existing studies mainly focus on temporal features of energy …
management. However, existing studies mainly focus on temporal features of energy …
The remarkable potential of machine learning algorithms in estimating water permeability of concrete incorporating nano natural pozzolana
S Alsubai, A Alqahtani, S Hashim Muhodir, A Alanazi… - Scientific Reports, 2024 - nature.com
This paper aims to estimate the permeability of concrete by replacing the laboratory tests
with robust machine learning (ML)-based models. For this purpose, the potential of twelve …
with robust machine learning (ML)-based models. For this purpose, the potential of twelve …
Enhancement fracture behavior of sustainable cementitious composites using synergy between fly ash (FA) and nanosilica (NS) in the assessment based on digital …
GL Golewski - Theoretical and Applied Fracture Mechanics, 2024 - Elsevier
The present study has investigated the strength properties and fracture toughness of
concrete composites reinforced 5% nanosilica (NS) by adding different contents of fly ash …
concrete composites reinforced 5% nanosilica (NS) by adding different contents of fly ash …