Litcius/Paper detail

Three-dimensional convolutional neural network (3D-CNN) for heterogeneous material homogenization

Chengping Rao, Yang Liu

2020Computational Materials Science292 citationsDOI

Topics & Concepts

Homogenization (climate)Convolutional neural networkComputer scienceMultiscale modelingFinite element methodInferenceAlgorithmRepresentative elementary volumeArtificial intelligenceEcologyPhysicsBiologyBiodiversityThermodynamicsComputational chemistryChemistryComposite Material MechanicsMachine Learning in Materials ScienceRock Mechanics and Modeling
Three-dimensional convolutional neural network (3D-CNN) for heterogeneous material homogenization | Litcius