Litcius/Paper detail

Predicting concrete compressive strength using hybrid ensembling of surrogate machine learning models

Panagiotis G. Asteris, Athanasia D. Skentou, Abidhan Bardhan, Pijush Samui, Kypros Pilakoutas

2021Cement and Concrete Research644 citationsDOI

Topics & Concepts

Multivariate adaptive regression splinesOverfittingMachine learningKrigingArtificial intelligenceArtificial neural networkComputer scienceSupport vector machineSurrogate modelPredictive modellingGaussian processLinear regressionMars Exploration ProgramData miningBayesian multivariate linear regressionGaussianQuantum mechanicsPhysicsAstronomyInnovative concrete reinforcement materialsInfrastructure Maintenance and MonitoringConcrete Corrosion and Durability