Deep homogenization networks for elastic heterogeneous materials with two- and three-dimensional periodicity
Jiajun Wu, Jindong Jiang, Qiang Chen, George Chatzigeorgiou, Fodil Meraghni
Topics & Concepts
Homogenization (climate)Displacement fieldModuliAnisotropyStress fieldFinite element methodPeriodic boundary conditionsLocal coordinatesArtificial neural networkBoundary value problemMathematical analysisMathematicsGeometryComputer scienceMaterials scienceStructural engineeringPhysicsArtificial intelligenceEngineeringOpticsEcologyBiologyQuantum mechanicsBiodiversityComposite Material MechanicsNumerical methods in engineeringAdvanced Mathematical Modeling in Engineering