Prediction of compressive strength of geopolymer concrete landscape design: Application of the novel hybrid RF–GWO–XGBoost algorithm
J Zhang, R Wang, Y Lu, J Huang - Buildings, 2024 - mdpi.com
Landscape geopolymer concrete (GePoCo) with environmentally friendly production
methods not only has a stable structure but can also effectively reduce environmental …
methods not only has a stable structure but can also effectively reduce environmental …
Towards designing durable sculptural elements: Ensemble learning in predicting compressive strength of fiber-reinforced nano-silica modified concrete
R Wang, J Zhang, Y Lu, J Huang - Buildings, 2024 - mdpi.com
Fiber-reinforced nano-silica concrete (FrRNSC) was applied to a concrete sculpture to
address the issue of brittle fracture, and the primary objective of this study was to explore the …
address the issue of brittle fracture, and the primary objective of this study was to explore the …
[HTML][HTML] Predicting the compressive strength of the cement-fly ash–slag ternary concrete using the firefly algorithm (fa) and random forest (rf) hybrid machine-learning …
Concrete is the most widely used material in construction. It has the characteristics of strong
plasticity, good economy, high safety, and good durability. As a kind of structural material …
plasticity, good economy, high safety, and good durability. As a kind of structural material …
Exploring the viability of AI-aided genetic algorithms in estimating the crack repair rate of self-healing concrete
Q Tian, Y Lu, J Zhou, S Song, L Yang… - Reviews on Advanced …, 2024 - degruyter.com
As a potential replacement for traditional concrete, which has cracking and poor durability
issues, self-healing concrete (SHC) has been the research subject. However, conducting lab …
issues, self-healing concrete (SHC) has been the research subject. However, conducting lab …
Towards a reliable design of geopolymer concrete for green landscapes: a comparative study of tree-based and regression-based models
The design of geopolymer concrete must meet more stringent requirements for the
landscape, so understanding and designing geopolymer concrete with a higher …
landscape, so understanding and designing geopolymer concrete with a higher …
Development of a new stacking model to evaluate the strength parameters of concrete samples in laboratory
In this research, a new idea was implemented to combine different models of artificial
intelligence (AI) for evaluating the strength parameters of concrete samples in laboratory. To …
intelligence (AI) for evaluating the strength parameters of concrete samples in laboratory. To …
Compressive strength of waste-derived cementitious composites using machine learning
Q Tian, Y Lu, J Zhou, S Song, L Yang… - Reviews on Advanced …, 2024 - degruyter.com
Marble cement (MC) is a new binding material for concrete, and the strength assessment of
the resulting materials is the subject of this investigation. MC was tested in combination with …
the resulting materials is the subject of this investigation. MC was tested in combination with …
[HTML][HTML] Intelligent design of building materials: Development of an ai-based method for cement-slag concrete design
Cement-slag concrete has become one of the most widely used building materials
considering its economical advantage and satisfying uniaxial compressive strength (UCS) …
considering its economical advantage and satisfying uniaxial compressive strength (UCS) …
[HTML][HTML] Intelligent design of construction materials: a comparative study of AI approaches for predicting the strength of concrete with blast furnace slag
Concrete production by replacing cement with green materials has been conducted in
recent years considering the strategy of sustainable development. This study researched the …
recent years considering the strategy of sustainable development. This study researched the …
Splitting tensile strength prediction of Metakaolin concrete using machine learning techniques
Q Li, G Ren, H Wang, Q Xu, J Zhao, H Wang, Y Ding - Scientific Reports, 2023 - nature.com
Splitting tensile strength (STS) is an important mechanical property of concrete. Modeling
and predicting the STS of concrete containing Metakaolin is an important method for …
and predicting the STS of concrete containing Metakaolin is an important method for …