A neural network-aided Bayesian identification framework for multiscale modeling of nanocomposites
Stefanos Pyrialakos, Ioannis Kalogeris, Gerasimos Sotiropoulos, Vissarion Papadopoulos
Topics & Concepts
Microscale chemistryArtificial neural networkComputer scienceFinite element methodRepresentative elementary volumeUncertainty quantificationBilinear interpolationMultiscale modelingNonlinear systemAlgorithmArtificial intelligenceMachine learningMathematicsEngineeringStructural engineeringChemistryQuantum mechanicsPhysicsComputational chemistryComputer visionMathematics educationComposite Material MechanicsProbabilistic and Robust Engineering DesignMechanical Behavior of Composites