Inverse stochastic microstructure design
Adam P. Generale, Andreas E. Robertson, Conlain Kelly, Surya R. Kalidindi
Topics & Concepts
Curse of dimensionalityUncertainty quantificationComputer scienceInferenceInverse problemGaussian processMicrostructureInverseModular designMathematical optimizationGaussianBayesian inferenceAlgorithmApplied mathematicsTheoretical computer scienceBayesian probabilityMaterials scienceArtificial intelligenceMachine learningMathematicsMathematical analysisPhysicsOperating systemMetallurgyGeometryQuantum mechanicsMachine Learning in Materials ScienceAdvanced Multi-Objective Optimization AlgorithmsTopology Optimization in Engineering