Interfacing finite elements with deep neural operators for fast multiscale modeling of mechanics problems
Minglang Yin, Enrui Zhang, Yue Yu, George Em Karniadakis
Topics & Concepts
SolverMultiscale modelingComputer scienceFinite element methodDiscretizationComputational scienceMultiphysicsUncertainty quantificationCoupling (piping)Machine learningPhysicsMathematicsMechanical engineeringEngineeringThermodynamicsMathematical analysisComputational chemistryChemistryProgramming languageModel Reduction and Neural NetworksAdvanced Mathematical Modeling in EngineeringComposite Material Mechanics