Synthetic data augmentation and Integrated prediction framework for low-carbon recycled concrete: Leveraging CTGAN and multiple ML models stacking
Jinlong Liu, Shiqi Wang, Keyu Chen, Kun Wang, Yucheng Fan, Qinghe Wang
Topics & Concepts
InterpretabilityComputer scienceMean squared errorResidualAggregate (composite)Reduction (mathematics)Machine learningGeneralizationStackingData miningMetric (unit)Predictive modellingApproximation errorMean absolute percentage errorSensitivity (control systems)Compressive strengthMathematical optimizationAlgorithmPerformance predictionSensor fusionMean squared prediction errorSynthetic dataArtificial intelligenceBayesian probabilityDesign of experimentsPerformance metricMinificationExperimental dataRecycled Aggregate Concrete PerformanceInnovative concrete reinforcement materialsConcrete and Cement Materials Research