Physics-Informed Data-Driven Surrogate Modeling for Full-Field 3D Microstructure and Micromechanical Field Evolution of Polycrystalline Materials
Reeju Pokharel, Anup Pandey, Alexander Scheinker
Topics & Concepts
Deformation (meteorology)MicrostructurePlasticityNonlinear systemField (mathematics)CrystalliteRepresentation (politics)Materials scienceCrystal plasticityStatistical physicsMechanicsPhysicsComposite materialMathematicsMetallurgyPolitical sciencePoliticsQuantum mechanicsLawPure mathematicsMicrostructure and mechanical propertiesModel Reduction and Neural NetworksMetallurgy and Material Forming