NN-EVP: A physics informed neural network-based elasto-viscoplastic framework for predictions of grain size-aware flow response
Adnan Eghtesad, Jingye Tan, Jan N. Fuhg, Nikolaos Bouklas
Topics & Concepts
ViscoplasticityMaterials scienceFlow (mathematics)Artificial neural networkGrain sizeMechanicsComposite materialArtificial intelligenceConstitutive equationComputer scienceStructural engineeringFinite element methodEngineeringPhysicsRheology and Fluid Dynamics StudiesMetallurgy and Material FormingModel Reduction and Neural Networks