A physics-informed deep neural network for surrogate modeling in classical elasto-plasticity
Mahdad Eghbalian, Mehdi Pouragha, Richard Wan
Topics & Concepts
Artificial neural networkPlasticityExtrapolationDilatantNetwork architectureRobustness (evolution)Nonlinear systemConstitutive equationArtificial intelligenceComputer scienceMicroscale chemistryEngineeringMathematicsMaterials scienceFinite element methodGeotechnical engineeringStructural engineeringPhysicsMathematical analysisBiochemistryComposite materialChemistryGeneMathematics educationQuantum mechanicsComputer securityModel Reduction and Neural NetworksDrilling and Well EngineeringSeismic Imaging and Inversion Techniques