Machine learning-driven multi-objective optimization and dynamic performance prediction of geopolymer concrete
Feng Dai, Wenjie Gai, Shanghui Yang, Mingdong Wei, Yi Liu, Pan Zhou
Topics & Concepts
Random forestComputer scienceCompressive strengthSupport vector machineMulti-objective optimizationHyperparameterMachine learningOverfittingFly ashGenetic programmingDynamic loadingTrimmingGeopolymerMean squared errorResponse surface methodologyCalifornia bearing ratioSimulated annealingBoosting (machine learning)Pareto principleCuring (chemistry)Structural engineeringPredictive modellingMaterials scienceAlgorithmCohesion (chemistry)Load testingDimensionality reductionArtificial intelligenceTest dataMathematical optimizationCementHammerConcrete and Cement Materials ResearchInnovative concrete reinforcement materialsMicrobial Applications in Construction Materials