Machine-learning convex and texture-dependent macroscopic yield from crystal plasticity simulations
Jan N. Fuhg, Lloyd van Wees, Mark Obstalecki, Paul A. Shade, Nikolaos Bouklas, Matthew Kasemer
Topics & Concepts
Materials scienceFinite element methodTexture (cosmology)Yield (engineering)Statistical physicsFunction (biology)Multiscale modelingMachine learningGeometryArtificial intelligenceComputer scienceComposite materialImage (mathematics)MathematicsThermodynamicsPhysicsBiologyEvolutionary biologyComputational chemistryChemistryMetal Forming Simulation TechniquesFatigue and fracture mechanicsHydrogen embrittlement and corrosion behaviors in metals