Microstructure-guided deep material network for rapid nonlinear material modeling and uncertainty quantification

Tianyu Huang, Zeliang Liu, C.T. Wu, Wei Chen

2022Computer Methods in Applied Mechanics and Engineering35 citationsDOI

Topics & Concepts

MicrostructureNonlinear systemMaterials scienceUncertainty quantificationComputer scienceComposite materialPhysicsMachine learningQuantum mechanicsComposite Material MechanicsProbabilistic and Robust Engineering DesignMechanical Behavior of Composites