Modeling structure-property relationships with convolutional neural networks: Yield surface prediction based on microstructure images
Julian N. Heidenreich, Maysam B. Gorji, Dirk Mohr
Topics & Concepts
Convolutional neural networkMaterials scienceMicrostructureMicromechanicsArtificial intelligenceYield surfacePixelHomogenization (climate)Biological systemENCODEArtificial neural networkEncoderComputer scienceAlgorithmPattern recognition (psychology)Composite materialStructural engineeringFinite element methodEngineeringEcologyConstitutive equationOperating systemGeneBiochemistryBiologyBiodiversityChemistryComposite numberComposite Material MechanicsDrilling and Well EngineeringMetal Forming Simulation Techniques