A self-supervised learning framework based on physics-informed and convolutional neural networks to identify local anisotropic permeability tensor from textiles 2D images for filling pattern prediction
John M. Hanna, José V. Aguado, Sébastien Comas-Cardona, Yves Le Guennec, Domenico Borzacchiello
Topics & Concepts
Permeability (electromagnetism)AnisotropyConvolutional neural networkArtificial intelligenceMaterials scienceTensor (intrinsic definition)Flow (mathematics)Computer scienceMechanicsPhysicsMathematicsGeometryOpticsChemistryMembraneBiochemistryEpoxy Resin Curing ProcessesComputer Graphics and Visualization TechniquesInjection Molding Process and Properties