Machine learning generative models for automatic design of multi-material 3D printed composite solids
Tianju Xue, Thomas J. Wallin, Yiğit Mengüç, Sigrid Adriaenssens, Maurizio M. Chiaramonte
Topics & Concepts
Topology optimizationGenerative DesignAutoencoderBayesian optimizationMaterial DesignMetamaterialComputer scienceOptimization problemGenerative model3D printingMaterials scienceMechanical engineeringFinite element methodArtificial intelligenceGenerative grammarStructural engineeringAlgorithmArtificial neural networkComposite materialEngineeringCompatibility (geochemistry)OptoelectronicsAdditive Manufacturing and 3D Printing TechnologiesComposite Material MechanicsCellular and Composite Structures