Review of recent developments regarding the durability performance of eco-friendly geopolymer concrete
The 21st century has witnessed a substantial increase in the demand for construction
materials, mainly influenced by the growing population. This increase in demand has …
materials, mainly influenced by the growing population. This increase in demand has …
[HTML][HTML] Geotechnical and microstructural analysis of high-volume fly ash stabilized clayey soil and machine learning application
MF Noaman, M Haq, MA Khan, K Ali… - Case Studies in …, 2024 - Elsevier
The weak soil stabilization using solid wastes is one of the most common solutions for
improving geotechnical characteristics as well as for problematic waste dumping in landfills …
improving geotechnical characteristics as well as for problematic waste dumping in landfills …
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) …
A Novel Approach to Swell Mitigation: Machine-Learning-Powered Optimal Unit Weight and Stress Prediction in Expansive Soils
Expansive soils pose significant challenges to structural integrity, primarily due to volumetric
changes that can lead to detrimental consequences and substantial economic losses. This …
changes that can lead to detrimental consequences and substantial economic losses. This …
Assessment of Unconfined Compressive Strength of Stabilized Soil Using Artificial Intelligence Tools: A Scientometrics Review
Abstract The Unconfined Compressive Strength (UCS) is a significant geotechnical
parameter that characterizes the behaviour of soils. However, the conventional method of …
parameter that characterizes the behaviour of soils. However, the conventional method of …
RAID: Robust and interpretable daily peak load forecasting via multiple deep neural networks and Shapley values
Accurate daily peak load forecasting (DPLF) is crucial for informed decision-making in
energy management. Deep neural networks (DNNs) are particularly apt for DPLF because …
energy management. Deep neural networks (DNNs) are particularly apt for DPLF because …
[HTML][HTML] Explainable Artificial Intelligence for predicting the compressive strength of soil and ground granulated blast furnace slag mixtures
Weak soil causes significant challenges during infrastructure development, necessitating
soil stabilization to enhance its engineering properties. The pozzolanic properties of Ground …
soil stabilization to enhance its engineering properties. The pozzolanic properties of Ground …
Advanced machine learning prediction of the unconfined compressive strength of geopolymer cement reconstituted granular sand for road and liner construction …
The construction of flexible pavement foundations (subgrade and subbase) and landfill
liners has been the cause of serious research in recent decades. In this research work …
liners has been the cause of serious research in recent decades. In this research work …
Exploring sustainable solutions for soil stabilization through explainable Gaussian process-assisted multi-objective optimization
The adoption of sustainable solutions in soil stabilization has piqued the interest of the
scientific community due to the potential reduction in carbon footprint. In this regard, the …
scientific community due to the potential reduction in carbon footprint. In this regard, the …
Developing interpretable machine learning-Shapley additive explanations model for unconfined compressive strength of cohesive soils stabilized with geopolymer
AQ Ngo, LQ Nguyen, VQ Tran - PLoS One, 2023 - journals.plos.org
This paper seeks to develop an interpretable Machine Learning (ML) model for predicting
the unconfined compressive strength (UCS) of cohesive soils stabilized with geopolymer at …
the unconfined compressive strength (UCS) of cohesive soils stabilized with geopolymer at …