Micromechanical modelling and machine learning approaches for predicting effective properties of composite materials
Hisham Al-Hadidi, Ibrahim H. Abuzayed, Chao Zhang, J.L. Curiel-Sosa
Topics & Concepts
MicromechanicsMachine learningRandom forestSupport vector machineArtificial intelligenceComputer scienceUncertainty quantificationFinite element methodMaterial propertiesSurrogate modelMaterials scienceRepresentative elementary volumeComposite numberRelevance vector machinePredictive modellingDecision treeBoundary (topology)Computational modelActive learning (machine learning)Mechanical engineeringSizingComposite Material MechanicsMechanical Behavior of CompositesEpoxy Resin Curing Processes