Concepedia

Optimizing compressive strength of quaternary-blended cement concrete through ensemble-instance-based machine learning

Ammar Babiker, Yassir M. Abbas, M. Iqbal Khan, Taghried Abdel-Magid

Materials Today Communications · 2024 · 13 citations · 90 references

Open access

Concepts

ComputingComputer ScienceMaterials EngineeringBuilding MaterialsDesign OptimizationMachine LearningCementitious MaterialsConcrete ConstructionConcrete MaterialsConcrete TechnologyEnsemble LearningEnsemble MethodsBlended CementCompressive StrengthCompressive Strength DevelopmentConcrete Compressive StrengthEnsemble-based PredictionInstance-based LearningMachine Learning In Construction

References

90

Gradient boosting machines, a tutorial

Alexey Natekin, Alois Knoll · Frontiers in Neurorobotics · 2013 · 3.8K citations · Full text

Computing, Computer Science, Machine Learning +15

Mechanisms of cement hydration

Jeffrey W. Bullard, Hamlin M. Jennings, Richard A. Livingston et al. · Cement and Concrete Research · 2010 · 2.1K citations · Full text

Engineering, Civil Engineering, Materials Science +10

Statistical methods in water resources

Dennis R. Helsel, Robert M. Hirsch, Karen R. Ryberg et al. · Techniques and methods · 2020 · 661 citations · Full text

Natural Sciences, Mathematics, Water Resources Management +17

Predictive modelling for solar thermal energy systems: A comparison of support vector regression, random forest, extra trees and regression trees

Muhammad Waseem Ahmad, Jonathan Reynolds, Yacine Rezgui · Journal of Cleaner Production · 2018 · 617 citations · Full text

Computing, Building Science, Energy Systems +16

Alternative cement clinkers

E.M. Gartner, Tongbo Sui · Cement and Concrete Research · 2017 · 534 citations