Predicting the mechanical response of shape-memory Zirconia-reinforced metal-matrix composites using finite element analysis and deep learning
Marwa Yacouti, Donald Erb, Hang Z. Yu, Kathy Lu, Maryam Shakiba
Topics & Concepts
Finite element methodVolume fractionMaterials scienceMartensiteComposite numberCubic zirconiaComposite materialConvolutional neural networkShape-memory alloyCeramicWork (physics)Structural engineeringFinite volume methodVolume (thermodynamics)PseudoelasticityGraphMechanical engineeringComputer scienceDeep learningShape Memory Alloy TransformationsInnovations in Concrete and Construction MaterialsCultural Heritage Management and Preservation