Prediction of ecofriendly concrete compressive strength using gradient boosting regression tree combined with GridSearchCV hyperparameter-optimization …
A crucial factor in the efficient design of concrete sustainable buildings is the compressive
strength (Cs) of eco-friendly concrete. In this work, a hybrid model of Gradient Boosting …
strength (Cs) of eco-friendly concrete. In this work, a hybrid model of Gradient Boosting …
Machine learning models for occurrence form prediction of heavy metals in tailings
Modern mining and metal ore smelting produce vast tailings, increasing heavy metal
pollution. The study of heavy metal occurrence forms is a promising way to remediate …
pollution. The study of heavy metal occurrence forms is a promising way to remediate …
Ensemble machine-learning-based prediction models for the compressive strength of recycled powder mortar
Z Fei, S Liang, Y Cai, Y Shen - Materials, 2023 - mdpi.com
Recycled powder (RP) serves as a potential and prospective substitute for cementitious
materials in concrete. The compressive strength of RP mortar is a pivotal factor affecting the …
materials in concrete. The compressive strength of RP mortar is a pivotal factor affecting the …
[HTML][HTML] Application of supervised learning algorithms for temperature prediction in nucleate flow boiling
This work investigates the use of supervised learning algorithms to predict temperatures in
an experimental test bench, which was initially designed for studying nucleate boiling …
an experimental test bench, which was initially designed for studying nucleate boiling …
[HTML][HTML] Effects of wet grinding combined with chemical activation on the activity of iron tailings powder
Y Yang, Z Yang, Z Cheng, H Zhang - Case Studies in Construction …, 2022 - Elsevier
Utilizing iron tailings powder (ITP) as supplementary cementitious materials (SCMs) has
significant economic and environmental benefits, while the low pozzolanic activity of ITP …
significant economic and environmental benefits, while the low pozzolanic activity of ITP …
Ensemble machine learning and Shapley additive explanations for the ability of CSH seeds to accelerate cement hydration
Y Yang, Z Cheng - Journal of Materials Science, 2024 - Springer
Due to the complexity of the reaction mechanism of calcium-silicate-hydrate (CSH) seeds in
cement, the influence pattern of various factors, especially Ca/Si, on the acceleration ability …
cement, the influence pattern of various factors, especially Ca/Si, on the acceleration ability …
[HTML][HTML] Machine Learning for Predicting Compressive Strength of Sustainable Cement Paste Incorporating Copper Mine Tailings as Supplementary Cementitious …
Copper mining produces significant amounts of copper mine tailings (CMT), necessitating
appropriate waste handling and disposal practices. By substituting a portion of cement with …
appropriate waste handling and disposal practices. By substituting a portion of cement with …
A Novel Approach for Model Interpretability and Domain Aware Fine-Tuning in AdaBoost
The success of machine learning in real-world use cases has increased its demand in
mission-critical applications such as autonomous vehicles, healthcare and medical …
mission-critical applications such as autonomous vehicles, healthcare and medical …
Sustainable approach towards alternatives for the use of iron ore tailings in the construction sector using Data Envelopment Analysis methodology
WC de Oliveira, SR de Araújo… - Waste Management …, 2024 - journals.sagepub.com
Iron ore tailings (IOTs) need to be properly managed to mitigate the environmental, social,
and economic impacts of mining activities. To cope with this issue, we use data envelopment …
and economic impacts of mining activities. To cope with this issue, we use data envelopment …
[HTML][HTML] Prediction of compressive strength of recycled concrete using gradient boosting models
AHA Ahmed, W Jin, MAH Ali - Ain Shams Engineering Journal, 2024 - Elsevier
The construction industry is shifting towards sustainability, emphasizing the need for
innovative materials. Recycled Aggregate Concrete (RAC), utilizing recycled aggregates …
innovative materials. Recycled Aggregate Concrete (RAC), utilizing recycled aggregates …