An uncertainty quantification framework for multiscale parametrically homogenized constitutive models (PHCMs) of polycrystalline Ti alloys
Deniz Ozturk, Shravan Kotha, Somnath Ghosh
Topics & Concepts
Homogenization (climate)Multiscale modelingConstitutive equationUncertainty quantificationMonte Carlo methodMaterials scienceMicrostructureBayesian inferenceStatistical physicsFinite element methodPropagation of uncertaintyBayesian probabilityAlgorithmApplied mathematicsComputer scienceMathematicsStructural engineeringStatisticsMachine learningArtificial intelligenceComposite materialPhysicsEngineeringEcologyBiologyComputational chemistryBiodiversityChemistryComposite Material MechanicsProbabilistic and Robust Engineering DesignTopology Optimization in Engineering