Machine learning-enabled discrete transfer function modeling and optimization of mechanical properties in ARB-fabricated Al/Ni/SiC nanocomposites
Nuha Y. Elamin, Mohamed R. Elamin, Mutaz Salih, Mahmoud Younis, A. Fathy, Nader M.A. Ibrahim, Mohamed I. A. Habba
Topics & Concepts
Materials scienceParticle swarm optimizationInterpretabilityUltimate tensile strengthStandard deviationRobustness (evolution)Akaike information criterionRangingComposite materialMean squared errorComposite numberBayesian optimizationApproximation errorDimensionality reductionDispersion (optics)Transfer functionBiological systemBayesian probabilityUncertainty quantificationScalabilityTensile testingScalingCurse of dimensionalityFunction (biology)Bayesian inferenceBayesian information criterionStructural engineeringParticle sizeMicroscale chemistryParticle (ecology)Gaussian processAluminum Alloys Composites PropertiesAdvanced ceramic materials synthesisAdditive Manufacturing and 3D Printing Technologies