Data-driven modeling of mechanical properties of fiber-reinforced concrete: a critical review
Fiber-reinforced concrete (FRC) is extensively used in diverse structural engineering
applications, and its mechanical properties are crucial for designing and evaluating its …
applications, and its mechanical properties are crucial for designing and evaluating its …
A scientometrics review of soil properties prediction using soft computing approaches
In this world, several types of soils are available with their different engineering properties.
Determining each soil's engineering properties is difficult because the laboratory procedures …
Determining each soil's engineering properties is difficult because the laboratory procedures …
[HTML][HTML] A machine learning method for predicting the chloride migration coefficient of concrete
WZ Taffese, L Espinosa-Leal - Construction and Building Materials, 2022 - Elsevier
This work adopts a state-of-the-art machine learning algorithm, XGBoost, to predict the
chloride migration coefficient (D nssm) of concrete. An extensive database of experimental …
chloride migration coefficient (D nssm) of concrete. An extensive database of experimental …
[HTML][HTML] Prediction of chloride resistance level of concrete using machine learning for durability and service life assessment of building structures
WZ Taffese, L Espinosa-Leal - Journal of Building Engineering, 2022 - Elsevier
The resistance of concrete to chloride penetration determines the durability and service life
of reinforced concrete building structures in coastal or chloride-laden environments. This …
of reinforced concrete building structures in coastal or chloride-laden environments. This …
Prediction of UCS of fine-grained soil based on machine learning part 2: comparison between hybrid relevance vector machine and Gaussian process regression
The present research employs the models based on the relevance vector machine (RVM)
approach to predict the unconfined compressive strength (UCS) of the cohesive virgin (fine …
approach to predict the unconfined compressive strength (UCS) of the cohesive virgin (fine …
Freeze–thaw durability of cement-stabilized soil reinforced with polypropylene/basalt fibers
S Hadi Sahlabadi, M Bayat, M Mousivand… - Journal of Materials in …, 2021 - ascelibrary.org
Many studies have been carried out on the influence of freeze–thaw cycles on the
mechanical behavior of cement-or lime-stabilized soils. However, very limited studies have …
mechanical behavior of cement-or lime-stabilized soils. However, very limited studies have …
Prediction of compaction and strength properties of amended soil using machine learning
WZ Taffese, KA Abegaz - Buildings, 2022 - mdpi.com
In the current work, a systematic approach is exercised to monitor amended soil reliability for
a housing development program to holistically understand the targeted material mixture and …
a housing development program to holistically understand the targeted material mixture and …
Hybrid soft computing models for predicting unconfined compressive strength of lime stabilized soil using strength property of virgin cohesive soil
This work introduces an optimal performance model for predicting the unconfined
compressive strength (UCS) of lime-stabilized soil using the machine (ensemble tree (ET) …
compressive strength (UCS) of lime-stabilized soil using the machine (ensemble tree (ET) …
Estimation of unconfined compressive strength of marine clay modified with recycled tiles using hybridized extreme gradient boosting method
D Li, X Zhang, Q Kang, E Tavakkol - Construction and Building Materials, 2023 - Elsevier
An accurate evaluation of the clay's properties when mixed with recyclable materials is the
end objective of many geotechnical experimental efforts. However, experimental studies …
end objective of many geotechnical experimental efforts. However, experimental studies …
Estimating the strength of soil stabilized with cement and lime at optimal compaction using ensemble-based multiple machine learning
It has been imperative to study and stabilize cohesive soils for use in the construction of
pavement subgrade and compacted landfill liners considering their unconfined compressive …
pavement subgrade and compacted landfill liners considering their unconfined compressive …