Machine learning for structural engineering: A state-of-the-art review
HT Thai - Structures, 2022 - Elsevier
Abstract Machine learning (ML) has become the most successful branch of artificial
intelligence (AI). It provides a unique opportunity to make structural engineering more …
intelligence (AI). It provides a unique opportunity to make structural engineering more …
A comprehensive review on the application of renewable waste tire rubbers and fibers in sustainable concrete
Modern civilization is currently steering toward sustainability due to environmental issues,
such as the diminution of natural resources and the spawning of enormous wastes. Waste …
such as the diminution of natural resources and the spawning of enormous wastes. Waste …
High-performance concrete strength prediction based on ensemble learning
QF Li, ZM Song - Construction and Building Materials, 2022 - Elsevier
The compressive strength and tensile strength of high-performance concrete (HPC) are
important mechanical property indexes. However, the related mechanical tests are time …
important mechanical property indexes. However, the related mechanical tests are time …
Data-driven estimation models of asphalt mixtures dynamic modulus using ANN, GP and combinatorial GMDH approaches
The objective of the present study is to develop and evaluate machine learning-based
prediction models, employing the artificial neural networks (ANNs), Genetic Programming …
prediction models, employing the artificial neural networks (ANNs), Genetic Programming …
Production scheduling of off-site prefabricated construction components considering sequence dependent due dates
The growing environmental concerns, excessive utilization of natural resources, and high
energy consumption have put a severe pressure on the construction industry to adopt new …
energy consumption have put a severe pressure on the construction industry to adopt new …
Experimental study on freeze-thaw failure of concrete incorporating waste tire crumb rubber and analytical evaluation of frost resistance
X Han, N Ding, A Chen, Z Wang, Y Xu, L Feng… - … and Building Materials, 2024 - Elsevier
The incorporation of waste tire crumb rubber into concrete in appropriate size and content
not only facilitates the recycling and safe disposal of waste tires but also enhances concrete …
not only facilitates the recycling and safe disposal of waste tires but also enhances concrete …
Pre-and post-heating bar-concrete bond behavior of CFRP-wrapped concrete containing polymeric aggregates and steel fibers: experimental and theoretical study
The present research attempted to explore the impact of steel fibers and carbon fiber-
reinforced polymer (CFRP) sheets on the pre-and post-heating bond behavior of steel bars …
reinforced polymer (CFRP) sheets on the pre-and post-heating bond behavior of steel bars …
Efficient soft computing techniques for the prediction of compressive strength of geopolymer concrete
In the recent year, extensive researches have been done on fly ash-based geopolymer
concrete for its similar properties like Portland cement as well as its environmental …
concrete for its similar properties like Portland cement as well as its environmental …
An evolutionary approach for formulation of ultimate shear strength of steel fiber-reinforced concrete beams using gene expression programming
This paper presents a semi-empirical model to estimate the ultimate shear strength of steel
fiber-reinforced concrete (SFRC) beams without shear reinforcement using the gene …
fiber-reinforced concrete (SFRC) beams without shear reinforcement using the gene …
Post-fire flexural performance and microstructure of steel fiber-reinforced concrete with recycled nylon granules and zeolite substitution
Polymer wastes are categorized as highly recyclable materials from various aspects. An
effective way to recycle these materials is to utilize them in the concrete industry to replace …
effective way to recycle these materials is to utilize them in the concrete industry to replace …